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  {
2
  "text-classification": {
3
- name: "Text Classification",
4
- subtasks: [
5
- {
6
- type: "acceptability-classification",
7
- name: "Acceptability Classification",
8
- },
9
- {
10
- type: "entity-linking-classification",
11
- name: "Entity Linking Classification",
12
- },
13
- {
14
- type: "fact-checking",
15
- name: "Fact Checking",
16
- },
17
- {
18
- type: "intent-classification",
19
- name: "Intent Classification",
20
- },
21
- {
22
- type: "language-identification",
23
- name: "Language Identification",
24
- },
25
- {
26
- type: "multi-class-classification",
27
- name: "Multi Class Classification",
28
- },
29
- {
30
- type: "multi-label-classification",
31
- name: "Multi Label Classification",
32
- },
33
- {
34
- type: "multi-input-text-classification",
35
- name: "Multi-input Text Classification",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
36
  },
 
37
  {
38
- type: "natural-language-inference",
39
- name: "Natural Language Inference",
 
 
 
40
  },
 
41
  {
42
- type: "semantic-similarity-classification",
43
- name: "Semantic Similarity Classification",
 
 
 
44
  },
 
45
  {
46
- type: "sentiment-classification",
47
- name: "Sentiment Classification",
 
 
 
48
  },
 
49
  {
50
- type: "topic-classification",
51
- name: "Topic Classification",
52
- },
53
- {
54
- type: "semantic-similarity-scoring",
55
- name: "Semantic Similarity Scoring",
56
- },
57
- {
58
- type: "sentiment-scoring",
59
- name: "Sentiment Scoring",
60
- },
61
- {
62
- type: "sentiment-analysis",
63
- name: "Sentiment Analysis",
64
- },
65
- {
66
- type: "hate-speech-detection",
67
- name: "Hate Speech Detection",
68
- },
69
- {
70
- type: "text-scoring",
71
- name: "Text Scoring",
72
  },
 
73
  ],
74
- modality: "nlp",
75
- color: "orange",
 
 
 
76
  },
 
77
  "token-classification": {
78
- name: "Token Classification",
79
- subtasks: [
80
- {
81
- type: "named-entity-recognition",
82
- name: "Named Entity Recognition",
83
- },
84
- {
85
- type: "part-of-speech",
86
- name: "Part of Speech",
87
- },
88
- {
89
- type: "parsing",
90
- name: "Parsing",
91
- },
92
- {
93
- type: "lemmatization",
94
- name: "Lemmatization",
95
- },
96
- {
97
- type: "word-sense-disambiguation",
98
- name: "Word Sense Disambiguation",
99
- },
100
- {
101
- type: "coreference-resolution",
102
- name: "Coreference-resolution",
103
- },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
104
  ],
105
- modality: "nlp",
106
- color: "blue",
 
 
 
107
  },
 
108
  "table-question-answering": {
109
- name: "Table Question Answering",
110
- modality: "nlp",
111
- color: "green",
 
 
 
 
112
  },
 
113
  "question-answering": {
114
- name: "Question Answering",
115
- subtasks: [
116
- {
117
- type: "extractive-qa",
118
- name: "Extractive QA",
119
- },
120
- {
121
- type: "open-domain-qa",
122
- name: "Open Domain QA",
123
- },
124
- {
125
- type: "closed-domain-qa",
126
- name: "Closed Domain QA",
127
- },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
128
  ],
129
- modality: "nlp",
130
- color: "blue",
 
 
 
131
  },
 
132
  "zero-shot-classification": {
133
- name: "Zero-Shot Classification",
134
- modality: "nlp",
135
- color: "yellow",
 
 
 
 
136
  },
 
137
  "translation": {
138
- name: "Translation",
139
- modality: "nlp",
140
- color: "green",
 
 
 
 
141
  },
 
142
  "summarization": {
143
- name: "Summarization",
144
- subtasks: [
145
- {
146
- type: "news-articles-summarization",
147
- name: "News Articles Summarization",
148
- },
149
- {
150
- type: "news-articles-headline-generation",
151
- name: "News Articles Headline Generation",
152
- },
 
 
 
 
 
 
 
 
 
 
 
153
  ],
154
- modality: "nlp",
155
- color: "indigo",
 
 
 
156
  },
 
157
  "conversational": {
158
- name: "Conversational",
159
- subtasks: [
160
- {
161
- type: "dialogue-generation",
162
- name: "Dialogue Generation",
163
- },
 
 
 
 
 
 
 
164
  ],
165
- modality: "nlp",
166
- color: "green",
 
 
 
167
  },
 
168
  "feature-extraction": {
169
- name: "Feature Extraction",
170
- modality: "multimodal",
171
- color: "red",
 
 
 
 
172
  },
 
173
  "text-generation": {
174
- name: "Text Generation",
175
- subtasks: [
176
- {
177
- type: "dialogue-modeling",
178
- name: "Dialogue Modeling",
179
- },
180
- {
181
- type: "language-modeling",
182
- name: "Language Modeling",
183
- },
 
 
 
 
 
 
 
 
 
 
 
184
  ],
185
- modality: "nlp",
186
- color: "indigo",
 
 
 
187
  },
 
188
  "text2text-generation": {
189
- name: "Text2Text Generation",
190
- subtasks: [
191
- {
192
- type: "text-simplification",
193
- name: "Text simplification",
194
- },
195
- {
196
- type: "explanation-generation",
197
- name: "Explanation Generation",
198
- },
199
- {
200
- type: "abstractive-qa",
201
- name: "Abstractive QA",
202
- },
203
- {
204
- type: "open-domain-abstractive-qa",
205
- name: "Open Domain Abstractive QA",
206
- },
207
- {
208
- type: "closed-domain-qa",
209
- name: "Closed Domain QA",
210
- },
211
- {
212
- type: "open-book-qa",
213
- name: "Open Book QA",
214
- },
215
- {
216
- type: "closed-book-qa",
217
- name: "Closed Book QA",
218
- },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
219
  ],
220
- modality: "nlp",
221
- color: "indigo",
 
 
 
222
  },
 
223
  "fill-mask": {
224
- name: "Fill-Mask",
225
- subtasks: [
226
- {
227
- type: "slot-filling",
228
- name: "Slot Filling",
229
- },
230
- {
231
- type: "masked-language-modeling",
232
- name: "Masked Language Modeling",
233
- },
 
 
 
 
 
 
 
 
 
 
 
234
  ],
235
- modality: "nlp",
236
- color: "red",
 
 
 
237
  },
 
238
  "sentence-similarity": {
239
- name: "Sentence Similarity",
240
- modality: "nlp",
241
- color: "yellow",
 
 
 
 
242
  },
 
243
  "text-to-speech": {
244
- name: "Text-to-Speech",
245
- modality: "audio",
246
- color: "yellow",
 
 
 
 
247
  },
 
248
  "text-to-audio": {
249
- name: "Text-to-Audio",
250
- modality: "audio",
251
- color: "yellow",
 
 
 
 
252
  },
 
253
  "automatic-speech-recognition": {
254
- name: "Automatic Speech Recognition",
255
- modality: "audio",
256
- color: "yellow",
 
 
 
 
257
  },
 
258
  "audio-to-audio": {
259
- name: "Audio-to-Audio",
260
- modality: "audio",
261
- color: "blue",
 
 
 
 
262
  },
 
263
  "audio-classification": {
264
- name: "Audio Classification",
265
- subtasks: [
266
- {
267
- type: "keyword-spotting",
268
- name: "Keyword Spotting",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
269
  },
 
270
  {
271
- type: "speaker-identification",
272
- name: "Speaker Identification",
 
 
 
273
  },
 
274
  {
275
- type: "audio-intent-classification",
276
- name: "Audio Intent Classification",
 
 
 
277
  },
 
278
  {
279
- type: "audio-emotion-recognition",
280
- name: "Audio Emotion Recognition",
 
 
 
281
  },
 
282
  {
283
- type: "audio-language-identification",
284
- name: "Audio Language Identification",
 
 
 
285
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
286
  ],
287
- modality: "audio",
288
- color: "green",
 
 
 
289
  },
 
290
  "voice-activity-detection": {
291
- name: "Voice Activity Detection",
292
- modality: "audio",
293
- color: "red",
 
 
 
 
294
  },
 
295
  "depth-estimation": {
296
- name: "Depth Estimation",
297
- modality: "cv",
298
- color: "yellow",
 
 
 
 
299
  },
 
300
  "image-classification": {
301
- name: "Image Classification",
302
- subtasks: [
303
- {
304
- type: "multi-label-image-classification",
305
- name: "Multi Label Image Classification",
306
- },
307
- {
308
- type: "multi-class-image-classification",
309
- name: "Multi Class Image Classification",
310
- },
 
 
 
 
 
 
 
 
 
 
 
311
  ],
312
- modality: "cv",
313
- color: "blue",
 
 
 
314
  },
 
315
  "object-detection": {
316
- name: "Object Detection",
317
- subtasks: [
318
- {
319
- type: "face-detection",
320
- name: "Face Detection",
321
- },
322
- {
323
- type: "vehicle-detection",
324
- name: "Vehicle Detection",
325
- },
 
 
 
 
 
 
 
 
 
 
 
326
  ],
327
- modality: "cv",
328
- color: "yellow",
 
 
 
329
  },
 
330
  "image-segmentation": {
331
- name: "Image Segmentation",
332
- subtasks: [
333
- {
334
- type: "instance-segmentation",
335
- name: "Instance Segmentation",
336
- },
337
- {
338
- type: "semantic-segmentation",
339
- name: "Semantic Segmentation",
340
- },
341
- {
342
- type: "panoptic-segmentation",
343
- name: "Panoptic Segmentation",
344
- },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
345
  ],
346
- modality: "cv",
347
- color: "green",
 
 
 
348
  },
 
349
  "text-to-image": {
350
- name: "Text-to-Image",
351
- modality: "multimodal",
352
- color: "yellow",
 
 
 
 
353
  },
 
354
  "image-to-text": {
355
- name: "Image-to-Text",
356
- subtasks: [
357
- {
358
- type: "image-captioning",
359
- name: "Image Captioning",
360
- },
 
 
 
 
 
 
 
361
  ],
362
- modality: "multimodal",
363
- color: "red",
 
 
 
364
  },
 
365
  "image-to-image": {
366
- name: "Image-to-Image",
367
- modality: "cv",
368
- color: "indigo",
 
 
 
 
369
  },
 
370
  "unconditional-image-generation": {
371
- name: "Unconditional Image Generation",
372
- modality: "cv",
373
- color: "green",
 
 
 
 
374
  },
 
375
  "video-classification": {
376
- name: "Video Classification",
377
- modality: "cv",
378
- color: "blue",
 
 
 
 
379
  },
 
380
  "reinforcement-learning": {
381
- name: "Reinforcement Learning",
382
- modality: "rl",
383
- color: "red",
 
 
 
 
384
  },
 
385
  "robotics": {
386
- name: "Robotics",
387
- modality: "rl",
388
- subtasks: [
389
- {
390
- type: "grasping",
391
- name: "Grasping",
392
- },
393
- {
394
- type: "task-planning",
395
- name: "Task Planning",
396
- },
 
 
 
 
 
 
 
 
 
 
 
 
397
  ],
398
- color: "blue",
 
 
399
  },
 
400
  "tabular-classification": {
401
- name: "Tabular Classification",
402
- modality: "tabular",
403
- subtasks: [
404
- {
405
- type: "tabular-multi-class-classification",
406
- name: "Tabular Multi Class Classification",
407
- },
408
- {
409
- type: "tabular-multi-label-classification",
410
- name: "Tabular Multi Label Classification",
411
- },
 
 
 
 
 
 
 
 
 
 
 
 
412
  ],
413
- color: "blue",
 
 
414
  },
 
415
  "tabular-regression": {
416
- name: "Tabular Regression",
417
- modality: "tabular",
418
- subtasks: [
419
- {
420
- type: "tabular-single-column-regression",
421
- name: "Tabular Single Column Regression",
422
- },
 
 
 
 
 
 
 
 
423
  ],
424
- color: "blue",
 
 
425
  },
 
426
  "tabular-to-text": {
427
- name: "Tabular to Text",
428
- modality: "tabular",
429
- subtasks: [
430
- {
431
- type: "rdf-to-text",
432
- name: "RDF to text",
433
- },
 
 
 
 
 
 
 
 
434
  ],
435
- color: "blue",
436
- hideInModels: true,
 
 
 
437
  },
 
438
  "table-to-text": {
439
- name: "Table to Text",
440
- modality: "nlp",
441
- color: "blue",
442
- hideInModels: true,
 
 
 
 
 
443
  },
 
444
  "multiple-choice": {
445
- name: "Multiple Choice",
446
- subtasks: [
447
- {
448
- type: "multiple-choice-qa",
449
- name: "Multiple Choice QA",
450
- },
451
- {
452
- type: "multiple-choice-coreference-resolution",
453
- name: "Multiple Choice Coreference Resolution",
454
- },
 
 
 
 
 
 
 
 
 
 
 
455
  ],
456
- modality: "nlp",
457
- color: "blue",
458
- hideInModels: true,
 
 
 
 
459
  },
 
460
  "text-retrieval": {
461
- name: "Text Retrieval",
462
- subtasks: [
463
- {
464
- type: "document-retrieval",
465
- name: "Document Retrieval",
466
- },
467
- {
468
- type: "utterance-retrieval",
469
- name: "Utterance Retrieval",
470
- },
471
- {
472
- type: "entity-linking-retrieval",
473
- name: "Entity Linking Retrieval",
474
- },
475
- {
476
- type: "fact-checking-retrieval",
477
- name: "Fact Checking Retrieval",
478
- },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
479
  ],
480
- modality: "nlp",
481
- color: "indigo",
482
- hideInModels: true,
 
 
 
 
483
  },
 
484
  "time-series-forecasting": {
485
- name: "Time Series Forecasting",
486
- modality: "tabular",
487
- subtasks: [
488
- {
489
- type: "univariate-time-series-forecasting",
490
- name: "Univariate Time Series Forecasting",
491
- },
492
- {
493
- type: "multivariate-time-series-forecasting",
494
- name: "Multivariate Time Series Forecasting",
495
- },
 
 
 
 
 
 
 
 
 
 
 
 
496
  ],
497
- color: "blue",
498
- hideInModels: true,
 
 
 
499
  },
 
500
  "text-to-video": {
501
- name: "Text-to-Video",
502
- modality: "multimodal",
503
- color: "green",
 
 
 
 
504
  },
 
505
  "visual-question-answering": {
506
- name: "Visual Question Answering",
507
- subtasks: [
508
- {
509
- type: "visual-question-answering",
510
- name: "Visual Question Answering",
511
- },
 
 
 
 
 
 
 
512
  ],
513
- modality: "multimodal",
514
- color: "red",
 
 
 
515
  },
 
516
  "document-question-answering": {
517
- name: "Document Question Answering",
518
- subtasks: [
519
- {
520
- type: "document-question-answering",
521
- name: "Document Question Answering",
522
- },
 
 
 
 
 
 
 
523
  ],
524
- modality: "multimodal",
525
- color: "blue",
526
- hideInDatasets: true,
 
 
 
 
527
  },
 
528
  "zero-shot-image-classification": {
529
- name: "Zero-Shot Image Classification",
530
- modality: "cv",
531
- color: "yellow",
 
 
 
 
532
  },
 
533
  "graph-ml": {
534
- name: "Graph Machine Learning",
535
- modality: "multimodal",
536
- color: "green",
 
 
 
 
537
  },
 
538
  "other": {
539
- name: "Other",
540
- modality: "other",
541
- color: "blue",
542
- hideInModels: true,
543
- hideInDatasets: true,
 
 
 
 
 
 
544
  },
 
545
  }
 
1
  {
2
  "text-classification": {
3
+
4
+ "name": "Text Classification",
5
+
6
+ "subtasks": [
7
+
8
+ {
9
+
10
+ "type": "acceptability-classification",
11
+
12
+ "name": "Acceptability Classification",
13
+
14
+ },
15
+
16
+ {
17
+
18
+ "type": "entity-linking-classification",
19
+
20
+ "name": "Entity Linking Classification",
21
+
22
+ },
23
+
24
+ {
25
+
26
+ "type": "fact-checking",
27
+
28
+ "name": "Fact Checking",
29
+
30
+ },
31
+
32
+ {
33
+
34
+ "type": "intent-classification",
35
+
36
+ "name": "Intent Classification",
37
+
38
+ },
39
+
40
+ {
41
+
42
+ "type": "language-identification",
43
+
44
+ "name": "Language Identification",
45
+
46
+ },
47
+
48
+ {
49
+
50
+ "type": "multi-class-classification",
51
+
52
+ "name": "Multi Class Classification",
53
+
54
+ },
55
+
56
+ {
57
+
58
+ "type": "multi-label-classification",
59
+
60
+ "name": "Multi Label Classification",
61
+
62
+ },
63
+
64
+ {
65
+
66
+ "type": "multi-input-text-classification",
67
+
68
+ "name": "Multi-input Text Classification",
69
+
70
+ },
71
+
72
+ {
73
+
74
+ "type": "natural-language-inference",
75
+
76
+ "name": "Natural Language Inference",
77
+
78
+ },
79
+
80
+ {
81
+
82
+ "type": "semantic-similarity-classification",
83
+
84
+ "name": "Semantic Similarity Classification",
85
+
86
+ },
87
+
88
+ {
89
+
90
+ "type": "sentiment-classification",
91
+
92
+ "name": "Sentiment Classification",
93
+
94
+ },
95
+
96
+ {
97
+
98
+ "type": "topic-classification",
99
+
100
+ "name": "Topic Classification",
101
+
102
+ },
103
+
104
+ {
105
+
106
+ "type": "semantic-similarity-scoring",
107
+
108
+ "name": "Semantic Similarity Scoring",
109
+
110
  },
111
+
112
  {
113
+
114
+ "type": "sentiment-scoring",
115
+
116
+ "name": "Sentiment Scoring",
117
+
118
  },
119
+
120
  {
121
+
122
+ "type": "sentiment-analysis",
123
+
124
+ "name": "Sentiment Analysis",
125
+
126
  },
127
+
128
  {
129
+
130
+ "type": "hate-speech-detection",
131
+
132
+ "name": "Hate Speech Detection",
133
+
134
  },
135
+
136
  {
137
+
138
+ "type": "text-scoring",
139
+
140
+ "name": "Text Scoring",
141
+
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
142
  },
143
+
144
  ],
145
+
146
+ "modality": "nlp",
147
+
148
+ "color": "orange",
149
+
150
  },
151
+
152
  "token-classification": {
153
+
154
+ "name": "Token Classification",
155
+
156
+ "subtasks": [
157
+
158
+ {
159
+
160
+ "type": "named-entity-recognition",
161
+
162
+ "name": "Named Entity Recognition",
163
+
164
+ },
165
+
166
+ {
167
+
168
+ "type": "part-of-speech",
169
+
170
+ "name": "Part of Speech",
171
+
172
+ },
173
+
174
+ {
175
+
176
+ "type": "parsing",
177
+
178
+ "name": "Parsing",
179
+
180
+ },
181
+
182
+ {
183
+
184
+ "type": "lemmatization",
185
+
186
+ "name": "Lemmatization",
187
+
188
+ },
189
+
190
+ {
191
+
192
+ "type": "word-sense-disambiguation",
193
+
194
+ "name": "Word Sense Disambiguation",
195
+
196
+ },
197
+
198
+ {
199
+
200
+ "type": "coreference-resolution",
201
+
202
+ "name": "Coreference-resolution",
203
+
204
+ },
205
+
206
  ],
207
+
208
+ "modality": "nlp",
209
+
210
+ "color": "blue",
211
+
212
  },
213
+
214
  "table-question-answering": {
215
+
216
+ "name": "Table Question Answering",
217
+
218
+ "modality": "nlp",
219
+
220
+ "color": "green",
221
+
222
  },
223
+
224
  "question-answering": {
225
+
226
+ "name": "Question Answering",
227
+
228
+ "subtasks": [
229
+
230
+ {
231
+
232
+ "type": "extractive-qa",
233
+
234
+ "name": "Extractive QA",
235
+
236
+ },
237
+
238
+ {
239
+
240
+ "type": "open-domain-qa",
241
+
242
+ "name": "Open Domain QA",
243
+
244
+ },
245
+
246
+ {
247
+
248
+ "type": "closed-domain-qa",
249
+
250
+ "name": "Closed Domain QA",
251
+
252
+ },
253
+
254
  ],
255
+
256
+ "modality": "nlp",
257
+
258
+ "color": "blue",
259
+
260
  },
261
+
262
  "zero-shot-classification": {
263
+
264
+ "name": "Zero-Shot Classification",
265
+
266
+ "modality": "nlp",
267
+
268
+ "color": "yellow",
269
+
270
  },
271
+
272
  "translation": {
273
+
274
+ "name": "Translation",
275
+
276
+ "modality": "nlp",
277
+
278
+ "color": "green",
279
+
280
  },
281
+
282
  "summarization": {
283
+
284
+ "name": "Summarization",
285
+
286
+ "subtasks": [
287
+
288
+ {
289
+
290
+ "type": "news-articles-summarization",
291
+
292
+ "name": "News Articles Summarization",
293
+
294
+ },
295
+
296
+ {
297
+
298
+ "type": "news-articles-headline-generation",
299
+
300
+ "name": "News Articles Headline Generation",
301
+
302
+ },
303
+
304
  ],
305
+
306
+ "modality": "nlp",
307
+
308
+ "color": "indigo",
309
+
310
  },
311
+
312
  "conversational": {
313
+
314
+ "name": "Conversational",
315
+
316
+ "subtasks": [
317
+
318
+ {
319
+
320
+ "type": "dialogue-generation",
321
+
322
+ "name": "Dialogue Generation",
323
+
324
+ },
325
+
326
  ],
327
+
328
+ "modality": "nlp",
329
+
330
+ "color": "green",
331
+
332
  },
333
+
334
  "feature-extraction": {
335
+
336
+ "name": "Feature Extraction",
337
+
338
+ "modality": "multimodal",
339
+
340
+ "color": "red",
341
+
342
  },
343
+
344
  "text-generation": {
345
+
346
+ "name": "Text Generation",
347
+
348
+ "subtasks": [
349
+
350
+ {
351
+
352
+ "type": "dialogue-modeling",
353
+
354
+ "name": "Dialogue Modeling",
355
+
356
+ },
357
+
358
+ {
359
+
360
+ "type": "language-modeling",
361
+
362
+ "name": "Language Modeling",
363
+
364
+ },
365
+
366
  ],
367
+
368
+ "modality": "nlp",
369
+
370
+ "color": "indigo",
371
+
372
  },
373
+
374
  "text2text-generation": {
375
+
376
+ "name": "Text2Text Generation",
377
+
378
+ "subtasks": [
379
+
380
+ {
381
+
382
+ "type": "text-simplification",
383
+
384
+ "name": "Text simplification",
385
+
386
+ },
387
+
388
+ {
389
+
390
+ "type": "explanation-generation",
391
+
392
+ "name": "Explanation Generation",
393
+
394
+ },
395
+
396
+ {
397
+
398
+ "type": "abstractive-qa",
399
+
400
+ "name": "Abstractive QA",
401
+
402
+ },
403
+
404
+ {
405
+
406
+ "type": "open-domain-abstractive-qa",
407
+
408
+ "name": "Open Domain Abstractive QA",
409
+
410
+ },
411
+
412
+ {
413
+
414
+ "type": "closed-domain-qa",
415
+
416
+ "name": "Closed Domain QA",
417
+
418
+ },
419
+
420
+ {
421
+
422
+ "type": "open-book-qa",
423
+
424
+ "name": "Open Book QA",
425
+
426
+ },
427
+
428
+ {
429
+
430
+ "type": "closed-book-qa",
431
+
432
+ "name": "Closed Book QA",
433
+
434
+ },
435
+
436
  ],
437
+
438
+ "modality": "nlp",
439
+
440
+ "color": "indigo",
441
+
442
  },
443
+
444
  "fill-mask": {
445
+
446
+ "name": "Fill-Mask",
447
+
448
+ "subtasks": [
449
+
450
+ {
451
+
452
+ "type": "slot-filling",
453
+
454
+ "name": "Slot Filling",
455
+
456
+ },
457
+
458
+ {
459
+
460
+ "type": "masked-language-modeling",
461
+
462
+ "name": "Masked Language Modeling",
463
+
464
+ },
465
+
466
  ],
467
+
468
+ "modality": "nlp",
469
+
470
+ "color": "red",
471
+
472
  },
473
+
474
  "sentence-similarity": {
475
+
476
+ "name": "Sentence Similarity",
477
+
478
+ "modality": "nlp",
479
+
480
+ "color": "yellow",
481
+
482
  },
483
+
484
  "text-to-speech": {
485
+
486
+ "name": "Text-to-Speech",
487
+
488
+ "modality": "audio",
489
+
490
+ "color": "yellow",
491
+
492
  },
493
+
494
  "text-to-audio": {
495
+
496
+ "name": "Text-to-Audio",
497
+
498
+ "modality": "audio",
499
+
500
+ "color": "yellow",
501
+
502
  },
503
+
504
  "automatic-speech-recognition": {
505
+
506
+ "name": "Automatic Speech Recognition",
507
+
508
+ "modality": "audio",
509
+
510
+ "color": "yellow",
511
+
512
  },
513
+
514
  "audio-to-audio": {
515
+
516
+ "name": "Audio-to-Audio",
517
+
518
+ "modality": "audio",
519
+
520
+ "color": "blue",
521
+
522
  },
523
+
524
  "audio-classification": {
525
+
526
+ "name": "Audio Classification",
527
+
528
+ "subtasks": [
529
+
530
+ {
531
+
532
+ "type": "keyword-spotting",
533
+
534
+ "name": "Keyword Spotting",
535
+
536
+ },
537
+
538
+ {
539
+
540
+ "type": "speaker-identification",
541
+
542
+ "name": "Speaker Identification",
543
+
544
+ },
545
+
546
+ {
547
+
548
+ "type": "audio-intent-classification",
549
+
550
+ "name": "Audio Intent Classification",
551
+
552
+ },
553
+
554
+ {
555
+
556
+ "type": "audio-emotion-recognition",
557
+
558
+ "name": "Audio Emotion Recognition",
559
+
560
+ },
561
+
562
+ {
563
+
564
+ "type": "audio-language-identification",
565
+
566
+ "name": "Audio Language Identification",
567
+
568
+ },
569
+
570
+ ],
571
+
572
+ "modality": "audio",
573
+
574
+ "color": "green",
575
+
576
+ },
577
+
578
+ "voice-activity-detection": {
579
+
580
+ "name": "Voice Activity Detection",
581
+
582
+ "modality": "audio",
583
+
584
+ "color": "red",
585
+
586
+ },
587
+
588
+ "depth-estimation": {
589
+
590
+ "name": "Depth Estimation",
591
+
592
+ "modality": "cv",
593
+
594
+ "color": "yellow",
595
+
596
+ },
597
+
598
+ "image-classification": {
599
+
600
+ "name": "Image Classification",
601
+
602
+ "subtasks": [
603
+
604
+ {
605
+
606
+ "type": "multi-label-image-classification",
607
+
608
+ "name": "Multi Label Image Classification",
609
+
610
+ },
611
+
612
+ {
613
+
614
+ "type": "multi-class-image-classification",
615
+
616
+ "name": "Multi Class Image Classification",
617
+
618
+ },
619
+
620
+ ],
621
+
622
+ "modality": "cv",
623
+
624
+ "color": "blue",
625
+
626
+ },
627
+
628
+ "object-detection": {
629
+
630
+ "name": "Object Detection",
631
+
632
+ "subtasks": [
633
+
634
+ {
635
+
636
+ "type": "face-detection",
637
+
638
+ "name": "Face Detection",
639
+
640
+ },
641
+
642
+ {
643
+
644
+ "type": "vehicle-detection",
645
+
646
+ "name": "Vehicle Detection",
647
+
648
+ },
649
+
650
+ ],
651
+
652
+ "modality": "cv",
653
+
654
+ "color": "yellow",
655
+
656
+ },
657
+
658
+ "image-segmentation": {
659
+
660
+ "name": "Image Segmentation",
661
+
662
+ "subtasks": [
663
+
664
+ {
665
+
666
+ "type": "instance-segmentation",
667
+
668
+ "name": "Instance Segmentation",
669
+
670
+ },
671
+
672
+ {
673
+
674
+ "type": "semantic-segmentation",
675
+
676
+ "name": "Semantic Segmentation",
677
+
678
+ },
679
+
680
+ {
681
+
682
+ "type": "panoptic-segmentation",
683
+
684
+ "name": "Panoptic Segmentation",
685
+
686
+ },
687
+
688
+ ],
689
+
690
+ "modality": "cv",
691
+
692
+ "color": "green",
693
+
694
+ },
695
+
696
+ "text-to-image": {
697
+
698
+ "name": "Text-to-Image",
699
+
700
+ "modality": "multimodal",
701
+
702
+ "color": "yellow",
703
+
704
+ },
705
+
706
+ "image-to-text": {
707
+
708
+ "name": "Image-to-Text",
709
+
710
+ "subtasks": [
711
+
712
+ {
713
+
714
+ "type": "image-captioning",
715
+
716
+ "name": "Image Captioning",
717
+
718
+ },
719
+
720
+ ],
721
+
722
+ "modality": "multimodal",
723
+
724
+ "color": "red",
725
+
726
+ },
727
+
728
+ "image-to-image": {
729
+
730
+ "name": "Image-to-Image",
731
+
732
+ "modality": "cv",
733
+
734
+ "color": "indigo",
735
+
736
+ },
737
+
738
+ "unconditional-image-generation": {
739
+
740
+ "name": "Unconditional Image Generation",
741
+
742
+ "modality": "cv",
743
+
744
+ "color": "green",
745
+
746
+ },
747
+
748
+ "video-classification": {
749
+
750
+ "name": "Video Classification",
751
+
752
+ "modality": "cv",
753
+
754
+ "color": "blue",
755
+
756
+ },
757
+
758
+ "reinforcement-learning": {
759
+
760
+ "name": "Reinforcement Learning",
761
+
762
+ "modality": "rl",
763
+
764
+ "color": "red",
765
+
766
+ },
767
+
768
+ "robotics": {
769
+
770
+ "name": "Robotics",
771
+
772
+ "modality": "rl",
773
+
774
+ "subtasks": [
775
+
776
+ {
777
+
778
+ "type": "grasping",
779
+
780
+ "name": "Grasping",
781
+
782
+ },
783
+
784
+ {
785
+
786
+ "type": "task-planning",
787
+
788
+ "name": "Task Planning",
789
+
790
+ },
791
+
792
+ ],
793
+
794
+ "color": "blue",
795
+
796
+ },
797
+
798
+ "tabular-classification": {
799
+
800
+ "name": "Tabular Classification",
801
+
802
+ "modality": "tabular",
803
+
804
+ "subtasks": [
805
+
806
+ {
807
+
808
+ "type": "tabular-multi-class-classification",
809
+
810
+ "name": "Tabular Multi Class Classification",
811
+
812
+ },
813
+
814
+ {
815
+
816
+ "type": "tabular-multi-label-classification",
817
+
818
+ "name": "Tabular Multi Label Classification",
819
+
820
+ },
821
+
822
+ ],
823
+
824
+ "color": "blue",
825
+
826
+ },
827
+
828
+ "tabular-regression": {
829
+
830
+ "name": "Tabular Regression",
831
+
832
+ "modality": "tabular",
833
+
834
+ "subtasks": [
835
+
836
+ {
837
+
838
+ "type": "tabular-single-column-regression",
839
+
840
+ "name": "Tabular Single Column Regression",
841
+
842
+ },
843
+
844
+ ],
845
+
846
+ "color": "blue",
847
+
848
+ },
849
+
850
+ "tabular-to-text": {
851
+
852
+ "name": "Tabular to Text",
853
+
854
+ "modality": "tabular",
855
+
856
+ "subtasks": [
857
+
858
+ {
859
+
860
+ "type": "rdf-to-text",
861
+
862
+ "name": "RDF to text",
863
+
864
+ },
865
+
866
+ ],
867
+
868
+ "color": "blue",
869
+
870
+ "hideInModels": true,
871
+
872
+ },
873
+
874
+ "table-to-text": {
875
+
876
+ "name": "Table to Text",
877
+
878
+ "modality": "nlp",
879
+
880
+ "color": "blue",
881
+
882
+ "hideInModels": true,
883
+
884
+ },
885
+
886
+ "multiple-choice": {
887
+
888
+ "name": "Multiple Choice",
889
+
890
+ "subtasks": [
891
+
892
+ {
893
+
894
+ "type": "multiple-choice-qa",
895
+
896
+ "name": "Multiple Choice QA",
897
+
898
+ },
899
+
900
+ {
901
+
902
+ "type": "multiple-choice-coreference-resolution",
903
+
904
+ "name": "Multiple Choice Coreference Resolution",
905
+
906
+ },
907
+
908
+ ],
909
+
910
+ "modality": "nlp",
911
+
912
+ "color": "blue",
913
+
914
+ "hideInModels": true,
915
+
916
+ },
917
+
918
+ "text-retrieval": {
919
+
920
+ "name": "Text Retrieval",
921
+
922
+ "subtasks": [
923
+
924
+ {
925
+
926
+ "type": "document-retrieval",
927
+
928
+ "name": "Document Retrieval",
929
+
930
+ },
931
+
932
+ {
933
+
934
+ "type": "utterance-retrieval",
935
+
936
+ "name": "Utterance Retrieval",
937
+
938
+ },
939
+
940
+ {
941
+
942
+ "type": "entity-linking-retrieval",
943
+
944
+ "name": "Entity Linking Retrieval",
945
+
946
+ },
947
+
948
+ {
949
+
950
+ "type": "fact-checking-retrieval",
951
+
952
+ "name": "Fact Checking Retrieval",
953
+
954
+ },
955
+
956
+ ],
957
+
958
+ "modality": "nlp",
959
+
960
+ "color": "indigo",
961
+
962
+ "hideInModels": true,
963
+
964
+ },
965
+
966
+ "time-series-forecasting": {
967
+
968
+ "name": "Time Series Forecasting",
969
+
970
+ "modality": "tabular",
971
+
972
+ "subtasks": [
973
+
974
+ {
975
+
976
+ "type": "univariate-time-series-forecasting",
977
+
978
+ "name": "Univariate Time Series Forecasting",
979
+
980
+ },
981
+
982
+ {
983
+
984
+ "type": "multivariate-time-series-forecasting",
985
+
986
+ "name": "Multivariate Time Series Forecasting",
987
+
988
+ },
989
+
990
+ ],
991
+
992
+ "color": "blue",
993
+
994
+ "hideInModels": true,
995
+
996
+ },
997
+
998
+ "text-to-video": {
999
+
1000
+ "name": "Text-to-Video",
1001
+
1002
+ "modality": "multimodal",
1003
+
1004
+ "color": "green",
1005
+
1006
+ },
1007
+
1008
+ "visual-question-answering": {
1009
+
1010
+ "name": "Visual Question Answering",
1011
+
1012
+ "subtasks": [
1013
+
1014
+ {
1015
+
1016
+ "type": "visual-question-answering",
1017
+
1018
+ "name": "Visual Question Answering",
1019
+
1020
+ },
1021
+
1022
+ ],
1023
+
1024
+ "modality": "multimodal",
1025
+
1026
+ "color": "red",
1027
+
1028
+ },
1029
+
1030
+ "document-question-answering": {
1031
+
1032
+ "name": "Document Question Answering",
1033
+
1034
+ "subtasks": [
1035
+
1036
+ {
1037
+
1038
+ "type": "document-question-answering",
1039
+
1040
+ "name": "Document Question Answering",
1041
+
1042
+ },
1043
+
1044
+ ],
1045
+
1046
+ "modality": "multimodal",
1047
+
1048
+ "color": "blue",
1049
+
1050
+ "hideInDatasets": true,
1051
+
1052
+ },
1053
+
1054
+ "zero-shot-image-classification": {
1055
+
1056
+ "name": "Zero-Shot Image Classification",
1057
+
1058
+ "modality": "cv",
1059
+
1060
+ "color": "yellow",
1061
+
1062
+ },
1063
+
1064
+ "graph-ml": {
1065
+
1066
+ "name": "Graph Machine Learning",
1067
+
1068
+ "modality": "multimodal",
1069
+
1070
+ "color": "green",
1071
+
1072
+ },
1073
+
1074
+ "other": {
1075
+
1076
+ "name": "Other",
1077
+
1078
+ "modality": "other",
1079
+
1080
+ "color": "blue",
1081
+
1082
+ "hideInModels": true,
1083
+
1084
+ "hideInDatasets": true,
1085
+
1086
+ },
1087
+
1088
+ }
1089
+ {
1090
+
1091
+ "text-classification": {
1092
+
1093
+ "name": "Text Classification",
1094
+
1095
+ "subtasks": [
1096
+
1097
+ {
1098
+
1099
+ "type": "acceptability-classification",
1100
+
1101
+ "name": "Acceptability Classification",
1102
+
1103
+ },
1104
+
1105
+ {
1106
+
1107
+ "type": "entity-linking-classification",
1108
+
1109
+ "name": "Entity Linking Classification",
1110
+
1111
+ },
1112
+
1113
+ {
1114
+
1115
+ "type": "fact-checking",
1116
+
1117
+ "name": "Fact Checking",
1118
+
1119
+ },
1120
+
1121
+ {
1122
+
1123
+ "type": "intent-classification",
1124
+
1125
+ "name": "Intent Classification",
1126
+
1127
+ },
1128
+
1129
+ {
1130
+
1131
+ "type": "language-identification",
1132
+
1133
+ "name": "Language Identification",
1134
+
1135
+ },
1136
+
1137
+ {
1138
+
1139
+ "type": "multi-class-classification",
1140
+
1141
+ "name": "Multi Class Classification",
1142
+
1143
+ },
1144
+
1145
+ {
1146
+
1147
+ "type": "multi-label-classification",
1148
+
1149
+ "name": "Multi Label Classification",
1150
+
1151
+ },
1152
+
1153
+ {
1154
+
1155
+ "type": "multi-input-text-classification",
1156
+
1157
+ "name": "Multi-input Text Classification",
1158
+
1159
+ },
1160
+
1161
+ {
1162
+
1163
+ "type": "natural-language-inference",
1164
+
1165
+ "name": "Natural Language Inference",
1166
+
1167
+ },
1168
+
1169
+ {
1170
+
1171
+ "type": "semantic-similarity-classification",
1172
+
1173
+ "name": "Semantic Similarity Classification",
1174
+
1175
+ },
1176
+
1177
+ {
1178
+
1179
+ "type": "sentiment-classification",
1180
+
1181
+ "name": "Sentiment Classification",
1182
+
1183
+ },
1184
+
1185
+ {
1186
+
1187
+ "type": "topic-classification",
1188
+
1189
+ "name": "Topic Classification",
1190
+
1191
+ },
1192
+
1193
+ {
1194
+
1195
+ "type": "semantic-similarity-scoring",
1196
+
1197
+ "name": "Semantic Similarity Scoring",
1198
+
1199
  },
1200
+
1201
  {
1202
+
1203
+ "type": "sentiment-scoring",
1204
+
1205
+ "name": "Sentiment Scoring",
1206
+
1207
  },
1208
+
1209
  {
1210
+
1211
+ "type": "sentiment-analysis",
1212
+
1213
+ "name": "Sentiment Analysis",
1214
+
1215
  },
1216
+
1217
  {
1218
+
1219
+ "type": "hate-speech-detection",
1220
+
1221
+ "name": "Hate Speech Detection",
1222
+
1223
  },
1224
+
1225
  {
1226
+
1227
+ "type": "text-scoring",
1228
+
1229
+ "name": "Text Scoring",
1230
+
1231
  },
1232
+
1233
+ ],
1234
+
1235
+ "modality": "nlp",
1236
+
1237
+ "color": "orange",
1238
+
1239
+ },
1240
+
1241
+ "token-classification": {
1242
+
1243
+ "name": "Token Classification",
1244
+
1245
+ "subtasks": [
1246
+
1247
+ {
1248
+
1249
+ "type": "named-entity-recognition",
1250
+
1251
+ "name": "Named Entity Recognition",
1252
+
1253
+ },
1254
+
1255
+ {
1256
+
1257
+ "type": "part-of-speech",
1258
+
1259
+ "name": "Part of Speech",
1260
+
1261
+ },
1262
+
1263
+ {
1264
+
1265
+ "type": "parsing",
1266
+
1267
+ "name": "Parsing",
1268
+
1269
+ },
1270
+
1271
+ {
1272
+
1273
+ "type": "lemmatization",
1274
+
1275
+ "name": "Lemmatization",
1276
+
1277
+ },
1278
+
1279
+ {
1280
+
1281
+ "type": "word-sense-disambiguation",
1282
+
1283
+ "name": "Word Sense Disambiguation",
1284
+
1285
+ },
1286
+
1287
+ {
1288
+
1289
+ "type": "coreference-resolution",
1290
+
1291
+ "name": "Coreference-resolution",
1292
+
1293
+ },
1294
+
1295
+ ],
1296
+
1297
+ "modality": "nlp",
1298
+
1299
+ "color": "blue",
1300
+
1301
+ },
1302
+
1303
+ "table-question-answering": {
1304
+
1305
+ "name": "Table Question Answering",
1306
+
1307
+ "modality": "nlp",
1308
+
1309
+ "color": "green",
1310
+
1311
+ },
1312
+
1313
+ "question-answering": {
1314
+
1315
+ "name": "Question Answering",
1316
+
1317
+ "subtasks": [
1318
+
1319
+ {
1320
+
1321
+ "type": "extractive-qa",
1322
+
1323
+ "name": "Extractive QA",
1324
+
1325
+ },
1326
+
1327
+ {
1328
+
1329
+ "type": "open-domain-qa",
1330
+
1331
+ "name": "Open Domain QA",
1332
+
1333
+ },
1334
+
1335
+ {
1336
+
1337
+ "type": "closed-domain-qa",
1338
+
1339
+ "name": "Closed Domain QA",
1340
+
1341
+ },
1342
+
1343
+ ],
1344
+
1345
+ "modality": "nlp",
1346
+
1347
+ "color": "blue",
1348
+
1349
+ },
1350
+
1351
+ "zero-shot-classification": {
1352
+
1353
+ "name": "Zero-Shot Classification",
1354
+
1355
+ "modality": "nlp",
1356
+
1357
+ "color": "yellow",
1358
+
1359
+ },
1360
+
1361
+ "translation": {
1362
+
1363
+ "name": "Translation",
1364
+
1365
+ "modality": "nlp",
1366
+
1367
+ "color": "green",
1368
+
1369
+ },
1370
+
1371
+ "summarization": {
1372
+
1373
+ "name": "Summarization",
1374
+
1375
+ "subtasks": [
1376
+
1377
+ {
1378
+
1379
+ "type": "news-articles-summarization",
1380
+
1381
+ "name": "News Articles Summarization",
1382
+
1383
+ },
1384
+
1385
+ {
1386
+
1387
+ "type": "news-articles-headline-generation",
1388
+
1389
+ "name": "News Articles Headline Generation",
1390
+
1391
+ },
1392
+
1393
+ ],
1394
+
1395
+ "modality": "nlp",
1396
+
1397
+ "color": "indigo",
1398
+
1399
+ },
1400
+
1401
+ "conversational": {
1402
+
1403
+ "name": "Conversational",
1404
+
1405
+ "subtasks": [
1406
+
1407
+ {
1408
+
1409
+ "type": "dialogue-generation",
1410
+
1411
+ "name": "Dialogue Generation",
1412
+
1413
+ },
1414
+
1415
+ ],
1416
+
1417
+ "modality": "nlp",
1418
+
1419
+ "color": "green",
1420
+
1421
+ },
1422
+
1423
+ "feature-extraction": {
1424
+
1425
+ "name": "Feature Extraction",
1426
+
1427
+ "modality": "multimodal",
1428
+
1429
+ "color": "red",
1430
+
1431
+ },
1432
+
1433
+ "text-generation": {
1434
+
1435
+ "name": "Text Generation",
1436
+
1437
+ "subtasks": [
1438
+
1439
+ {
1440
+
1441
+ "type": "dialogue-modeling",
1442
+
1443
+ "name": "Dialogue Modeling",
1444
+
1445
+ },
1446
+
1447
+ {
1448
+
1449
+ "type": "language-modeling",
1450
+
1451
+ "name": "Language Modeling",
1452
+
1453
+ },
1454
+
1455
+ ],
1456
+
1457
+ "modality": "nlp",
1458
+
1459
+ "color": "indigo",
1460
+
1461
+ },
1462
+
1463
+ "text2text-generation": {
1464
+
1465
+ "name": "Text2Text Generation",
1466
+
1467
+ "subtasks": [
1468
+
1469
+ {
1470
+
1471
+ "type": "text-simplification",
1472
+
1473
+ "name": "Text simplification",
1474
+
1475
+ },
1476
+
1477
+ {
1478
+
1479
+ "type": "explanation-generation",
1480
+
1481
+ "name": "Explanation Generation",
1482
+
1483
+ },
1484
+
1485
+ {
1486
+
1487
+ "type": "abstractive-qa",
1488
+
1489
+ "name": "Abstractive QA",
1490
+
1491
+ },
1492
+
1493
+ {
1494
+
1495
+ "type": "open-domain-abstractive-qa",
1496
+
1497
+ "name": "Open Domain Abstractive QA",
1498
+
1499
+ },
1500
+
1501
+ {
1502
+
1503
+ "type": "closed-domain-qa",
1504
+
1505
+ "name": "Closed Domain QA",
1506
+
1507
+ },
1508
+
1509
+ {
1510
+
1511
+ "type": "open-book-qa",
1512
+
1513
+ "name": "Open Book QA",
1514
+
1515
+ },
1516
+
1517
+ {
1518
+
1519
+ "type": "closed-book-qa",
1520
+
1521
+ "name": "Closed Book QA",
1522
+
1523
+ },
1524
+
1525
+ ],
1526
+
1527
+ "modality": "nlp",
1528
+
1529
+ "color": "indigo",
1530
+
1531
+ },
1532
+
1533
+ "fill-mask": {
1534
+
1535
+ "name": "Fill-Mask",
1536
+
1537
+ "subtasks": [
1538
+
1539
+ {
1540
+
1541
+ "type": "slot-filling",
1542
+
1543
+ "name": "Slot Filling",
1544
+
1545
+ },
1546
+
1547
+ {
1548
+
1549
+ "type": "masked-language-modeling",
1550
+
1551
+ "name": "Masked Language Modeling",
1552
+
1553
+ },
1554
+
1555
+ ],
1556
+
1557
+ "modality": "nlp",
1558
+
1559
+ "color": "red",
1560
+
1561
+ },
1562
+
1563
+ "sentence-similarity": {
1564
+
1565
+ "name": "Sentence Similarity",
1566
+
1567
+ "modality": "nlp",
1568
+
1569
+ "color": "yellow",
1570
+
1571
+ },
1572
+
1573
+ "text-to-speech": {
1574
+
1575
+ "name": "Text-to-Speech",
1576
+
1577
+ "modality": "audio",
1578
+
1579
+ "color": "yellow",
1580
+
1581
+ },
1582
+
1583
+ "text-to-audio": {
1584
+
1585
+ "name": "Text-to-Audio",
1586
+
1587
+ "modality": "audio",
1588
+
1589
+ "color": "yellow",
1590
+
1591
+ },
1592
+
1593
+ "automatic-speech-recognition": {
1594
+
1595
+ "name": "Automatic Speech Recognition",
1596
+
1597
+ "modality": "audio",
1598
+
1599
+ "color": "yellow",
1600
+
1601
+ },
1602
+
1603
+ "audio-to-audio": {
1604
+
1605
+ "name": "Audio-to-Audio",
1606
+
1607
+ "modality": "audio",
1608
+
1609
+ "color": "blue",
1610
+
1611
+ },
1612
+
1613
+ "audio-classification": {
1614
+
1615
+ "name": "Audio Classification",
1616
+
1617
+ "subtasks": [
1618
+
1619
+ {
1620
+
1621
+ "type": "keyword-spotting",
1622
+
1623
+ "name": "Keyword Spotting",
1624
+
1625
+ },
1626
+
1627
+ {
1628
+
1629
+ "type": "speaker-identification",
1630
+
1631
+ "name": "Speaker Identification",
1632
+
1633
+ },
1634
+
1635
+ {
1636
+
1637
+ "type": "audio-intent-classification",
1638
+
1639
+ "name": "Audio Intent Classification",
1640
+
1641
+ },
1642
+
1643
+ {
1644
+
1645
+ "type": "audio-emotion-recognition",
1646
+
1647
+ "name": "Audio Emotion Recognition",
1648
+
1649
+ },
1650
+
1651
+ {
1652
+
1653
+ "type": "audio-language-identification",
1654
+
1655
+ "name": "Audio Language Identification",
1656
+
1657
+ },
1658
+
1659
  ],
1660
+
1661
+ "modality": "audio",
1662
+
1663
+ "color": "green",
1664
+
1665
  },
1666
+
1667
  "voice-activity-detection": {
1668
+
1669
+ "name": "Voice Activity Detection",
1670
+
1671
+ "modality": "audio",
1672
+
1673
+ "color": "red",
1674
+
1675
  },
1676
+
1677
  "depth-estimation": {
1678
+
1679
+ "name": "Depth Estimation",
1680
+
1681
+ "modality": "cv",
1682
+
1683
+ "color": "yellow",
1684
+
1685
  },
1686
+
1687
  "image-classification": {
1688
+
1689
+ "name": "Image Classification",
1690
+
1691
+ "subtasks": [
1692
+
1693
+ {
1694
+
1695
+ "type": "multi-label-image-classification",
1696
+
1697
+ "name": "Multi Label Image Classification",
1698
+
1699
+ },
1700
+
1701
+ {
1702
+
1703
+ "type": "multi-class-image-classification",
1704
+
1705
+ "name": "Multi Class Image Classification",
1706
+
1707
+ },
1708
+
1709
  ],
1710
+
1711
+ "modality": "cv",
1712
+
1713
+ "color": "blue",
1714
+
1715
  },
1716
+
1717
  "object-detection": {
1718
+
1719
+ "name": "Object Detection",
1720
+
1721
+ "subtasks": [
1722
+
1723
+ {
1724
+
1725
+ "type": "face-detection",
1726
+
1727
+ "name": "Face Detection",
1728
+
1729
+ },
1730
+
1731
+ {
1732
+
1733
+ "type": "vehicle-detection",
1734
+
1735
+ "name": "Vehicle Detection",
1736
+
1737
+ },
1738
+
1739
  ],
1740
+
1741
+ "modality": "cv",
1742
+
1743
+ "color": "yellow",
1744
+
1745
  },
1746
+
1747
  "image-segmentation": {
1748
+
1749
+ "name": "Image Segmentation",
1750
+
1751
+ "subtasks": [
1752
+
1753
+ {
1754
+
1755
+ "type": "instance-segmentation",
1756
+
1757
+ "name": "Instance Segmentation",
1758
+
1759
+ },
1760
+
1761
+ {
1762
+
1763
+ "type": "semantic-segmentation",
1764
+
1765
+ "name": "Semantic Segmentation",
1766
+
1767
+ },
1768
+
1769
+ {
1770
+
1771
+ "type": "panoptic-segmentation",
1772
+
1773
+ "name": "Panoptic Segmentation",
1774
+
1775
+ },
1776
+
1777
  ],
1778
+
1779
+ "modality": "cv",
1780
+
1781
+ "color": "green",
1782
+
1783
  },
1784
+
1785
  "text-to-image": {
1786
+
1787
+ "name": "Text-to-Image",
1788
+
1789
+ "modality": "multimodal",
1790
+
1791
+ "color": "yellow",
1792
+
1793
  },
1794
+
1795
  "image-to-text": {
1796
+
1797
+ "name": "Image-to-Text",
1798
+
1799
+ "subtasks": [
1800
+
1801
+ {
1802
+
1803
+ "type": "image-captioning",
1804
+
1805
+ "name": "Image Captioning",
1806
+
1807
+ },
1808
+
1809
  ],
1810
+
1811
+ "modality": "multimodal",
1812
+
1813
+ "color": "red",
1814
+
1815
  },
1816
+
1817
  "image-to-image": {
1818
+
1819
+ "name": "Image-to-Image",
1820
+
1821
+ "modality": "cv",
1822
+
1823
+ "color": "indigo",
1824
+
1825
  },
1826
+
1827
  "unconditional-image-generation": {
1828
+
1829
+ "name": "Unconditional Image Generation",
1830
+
1831
+ "modality": "cv",
1832
+
1833
+ "color": "green",
1834
+
1835
  },
1836
+
1837
  "video-classification": {
1838
+
1839
+ "name": "Video Classification",
1840
+
1841
+ "modality": "cv",
1842
+
1843
+ "color": "blue",
1844
+
1845
  },
1846
+
1847
  "reinforcement-learning": {
1848
+
1849
+ "name": "Reinforcement Learning",
1850
+
1851
+ "modality": "rl",
1852
+
1853
+ "color": "red",
1854
+
1855
  },
1856
+
1857
  "robotics": {
1858
+
1859
+ "name": "Robotics",
1860
+
1861
+ "modality": "rl",
1862
+
1863
+ "subtasks": [
1864
+
1865
+ {
1866
+
1867
+ "type": "grasping",
1868
+
1869
+ "name": "Grasping",
1870
+
1871
+ },
1872
+
1873
+ {
1874
+
1875
+ "type": "task-planning",
1876
+
1877
+ "name": "Task Planning",
1878
+
1879
+ },
1880
+
1881
  ],
1882
+
1883
+ "color": "blue",
1884
+
1885
  },
1886
+
1887
  "tabular-classification": {
1888
+
1889
+ "name": "Tabular Classification",
1890
+
1891
+ "modality": "tabular",
1892
+
1893
+ "subtasks": [
1894
+
1895
+ {
1896
+
1897
+ "type": "tabular-multi-class-classification",
1898
+
1899
+ "name": "Tabular Multi Class Classification",
1900
+
1901
+ },
1902
+
1903
+ {
1904
+
1905
+ "type": "tabular-multi-label-classification",
1906
+
1907
+ "name": "Tabular Multi Label Classification",
1908
+
1909
+ },
1910
+
1911
  ],
1912
+
1913
+ "color": "blue",
1914
+
1915
  },
1916
+
1917
  "tabular-regression": {
1918
+
1919
+ "name": "Tabular Regression",
1920
+
1921
+ "modality": "tabular",
1922
+
1923
+ "subtasks": [
1924
+
1925
+ {
1926
+
1927
+ "type": "tabular-single-column-regression",
1928
+
1929
+ "name": "Tabular Single Column Regression",
1930
+
1931
+ },
1932
+
1933
  ],
1934
+
1935
+ "color": "blue",
1936
+
1937
  },
1938
+
1939
  "tabular-to-text": {
1940
+
1941
+ "name": "Tabular to Text",
1942
+
1943
+ "modality": "tabular",
1944
+
1945
+ "subtasks": [
1946
+
1947
+ {
1948
+
1949
+ "type": "rdf-to-text",
1950
+
1951
+ "name": "RDF to text",
1952
+
1953
+ },
1954
+
1955
  ],
1956
+
1957
+ "color": "blue",
1958
+
1959
+ "hideInModels": true,
1960
+
1961
  },
1962
+
1963
  "table-to-text": {
1964
+
1965
+ "name": "Table to Text",
1966
+
1967
+ "modality": "nlp",
1968
+
1969
+ "color": "blue",
1970
+
1971
+ "hideInModels": true,
1972
+
1973
  },
1974
+
1975
  "multiple-choice": {
1976
+
1977
+ "name": "Multiple Choice",
1978
+
1979
+ "subtasks": [
1980
+
1981
+ {
1982
+
1983
+ "type": "multiple-choice-qa",
1984
+
1985
+ "name": "Multiple Choice QA",
1986
+
1987
+ },
1988
+
1989
+ {
1990
+
1991
+ "type": "multiple-choice-coreference-resolution",
1992
+
1993
+ "name": "Multiple Choice Coreference Resolution",
1994
+
1995
+ },
1996
+
1997
  ],
1998
+
1999
+ "modality": "nlp",
2000
+
2001
+ "color": "blue",
2002
+
2003
+ "hideInModels": true,
2004
+
2005
  },
2006
+
2007
  "text-retrieval": {
2008
+
2009
+ "name": "Text Retrieval",
2010
+
2011
+ "subtasks": [
2012
+
2013
+ {
2014
+
2015
+ "type": "document-retrieval",
2016
+
2017
+ "name": "Document Retrieval",
2018
+
2019
+ },
2020
+
2021
+ {
2022
+
2023
+ "type": "utterance-retrieval",
2024
+
2025
+ "name": "Utterance Retrieval",
2026
+
2027
+ },
2028
+
2029
+ {
2030
+
2031
+ "type": "entity-linking-retrieval",
2032
+
2033
+ "name": "Entity Linking Retrieval",
2034
+
2035
+ },
2036
+
2037
+ {
2038
+
2039
+ "type": "fact-checking-retrieval",
2040
+
2041
+ "name": "Fact Checking Retrieval",
2042
+
2043
+ },
2044
+
2045
  ],
2046
+
2047
+ "modality": "nlp",
2048
+
2049
+ "color": "indigo",
2050
+
2051
+ "hideInModels": true,
2052
+
2053
  },
2054
+
2055
  "time-series-forecasting": {
2056
+
2057
+ "name": "Time Series Forecasting",
2058
+
2059
+ "modality": "tabular",
2060
+
2061
+ "subtasks": [
2062
+
2063
+ {
2064
+
2065
+ "type": "univariate-time-series-forecasting",
2066
+
2067
+ "name": "Univariate Time Series Forecasting",
2068
+
2069
+ },
2070
+
2071
+ {
2072
+
2073
+ "type": "multivariate-time-series-forecasting",
2074
+
2075
+ "name": "Multivariate Time Series Forecasting",
2076
+
2077
+ },
2078
+
2079
  ],
2080
+
2081
+ "color": "blue",
2082
+
2083
+ "hideInModels": true,
2084
+
2085
  },
2086
+
2087
  "text-to-video": {
2088
+
2089
+ "name": "Text-to-Video",
2090
+
2091
+ "modality": "multimodal",
2092
+
2093
+ "color": "green",
2094
+
2095
  },
2096
+
2097
  "visual-question-answering": {
2098
+
2099
+ "name": "Visual Question Answering",
2100
+
2101
+ "subtasks": [
2102
+
2103
+ {
2104
+
2105
+ "type": "visual-question-answering",
2106
+
2107
+ "name": "Visual Question Answering",
2108
+
2109
+ },
2110
+
2111
  ],
2112
+
2113
+ "modality": "multimodal",
2114
+
2115
+ "color": "red",
2116
+
2117
  },
2118
+
2119
  "document-question-answering": {
2120
+
2121
+ "name": "Document Question Answering",
2122
+
2123
+ "subtasks": [
2124
+
2125
+ {
2126
+
2127
+ "type": "document-question-answering",
2128
+
2129
+ "name": "Document Question Answering",
2130
+
2131
+ },
2132
+
2133
  ],
2134
+
2135
+ "modality": "multimodal",
2136
+
2137
+ "color": "blue",
2138
+
2139
+ "hideInDatasets": true,
2140
+
2141
  },
2142
+
2143
  "zero-shot-image-classification": {
2144
+
2145
+ "name": "Zero-Shot Image Classification",
2146
+
2147
+ "modality": "cv",
2148
+
2149
+ "color": "yellow",
2150
+
2151
  },
2152
+
2153
  "graph-ml": {
2154
+
2155
+ "name": "Graph Machine Learning",
2156
+
2157
+ "modality": "multimodal",
2158
+
2159
+ "color": "green",
2160
+
2161
  },
2162
+
2163
  "other": {
2164
+
2165
+ "name": "Other",
2166
+
2167
+ "modality": "other",
2168
+
2169
+ "color": "blue",
2170
+
2171
+ "hideInModels": true,
2172
+
2173
+ "hideInDatasets": true,
2174
+
2175
  },
2176
+
2177
  }