File size: 10,733 Bytes
e284167
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
{
  "task": {
    "id": "vibrio_operonic_pair",
    "display_name": "Vibrio Operonic Pair",
    "description": "Evaluate on Vibrio operonic pair classification task.",
    "modality": "protein",
    "type": "pair_classification",
    "datasets": [
      {
        "path": "tattabio/vibrio_operonic_pair",
        "revision": "24781b12b45bf81a079a6164ef0d2124948c1878"
      }
    ],
    "primary_metric_id": "top_ap"
  },
  "model": {
    "hf_name": "Rostlab/prot_t5_xl_uniref50",
    "revision": "...",
    "num_layers": 24,
    "num_params": 1208141824,
    "embed_dim": 1024
  },
  "dgeb_version": "0.0.0",
  "results": [
    {
      "layer_number": 12,
      "layer_display_name": "12",
      "metrics": [
        {
          "id": "cos_sim_accuracy",
          "display_name": "cos_sim_accuracy",
          "description": null,
          "value": 0.6910221531286436
        },
        {
          "id": "cos_sim_accuracy_threshold",
          "display_name": "cos_sim_accuracy_threshold",
          "description": null,
          "value": 0.9639373421669006
        },
        {
          "id": "cos_sim_f1",
          "display_name": "cos_sim_f1",
          "description": null,
          "value": 0.5603482390185991
        },
        {
          "id": "cos_sim_f1_threshold",
          "display_name": "cos_sim_f1_threshold",
          "description": null,
          "value": 0.9406915307044983
        },
        {
          "id": "cos_sim_precision",
          "display_name": "cos_sim_precision",
          "description": null,
          "value": 0.43276283618581907
        },
        {
          "id": "cos_sim_recall",
          "display_name": "cos_sim_recall",
          "description": null,
          "value": 0.7946127946127947
        },
        {
          "id": "cos_sim_ap",
          "display_name": "cos_sim_ap",
          "description": null,
          "value": 0.5243404260729363
        },
        {
          "id": "manhattan_accuracy",
          "display_name": "manhattan_accuracy",
          "description": null,
          "value": 0.6739214924212981
        },
        {
          "id": "manhattan_accuracy_threshold",
          "display_name": "manhattan_accuracy_threshold",
          "description": null,
          "value": 4568.9521484375
        },
        {
          "id": "manhattan_f1",
          "display_name": "manhattan_f1",
          "description": null,
          "value": 0.5292119565217391
        },
        {
          "id": "manhattan_f1_threshold",
          "display_name": "manhattan_f1_threshold",
          "description": null,
          "value": 7354.16015625
        },
        {
          "id": "manhattan_precision",
          "display_name": "manhattan_precision",
          "description": null,
          "value": 0.3794447150511447
        },
        {
          "id": "manhattan_recall",
          "display_name": "manhattan_recall",
          "description": null,
          "value": 0.8742985409652076
        },
        {
          "id": "manhattan_ap",
          "display_name": "manhattan_ap",
          "description": null,
          "value": 0.4665911372163652
        },
        {
          "id": "euclidean_accuracy",
          "display_name": "euclidean_accuracy",
          "description": null,
          "value": 0.6770307034589973
        },
        {
          "id": "euclidean_accuracy_threshold",
          "display_name": "euclidean_accuracy_threshold",
          "description": null,
          "value": 226.07009887695312
        },
        {
          "id": "euclidean_f1",
          "display_name": "euclidean_f1",
          "description": null,
          "value": 0.5547385620915032
        },
        {
          "id": "euclidean_f1_threshold",
          "display_name": "euclidean_f1_threshold",
          "description": null,
          "value": 304.6053771972656
        },
        {
          "id": "euclidean_precision",
          "display_name": "euclidean_precision",
          "description": null,
          "value": 0.4360950545921644
        },
        {
          "id": "euclidean_recall",
          "display_name": "euclidean_recall",
          "description": null,
          "value": 0.7620650953984287
        },
        {
          "id": "euclidean_ap",
          "display_name": "euclidean_ap",
          "description": null,
          "value": 0.5035992709654147
        },
        {
          "id": "dot_accuracy",
          "display_name": "dot_accuracy",
          "description": null,
          "value": 0.6669257675864749
        },
        {
          "id": "dot_accuracy_threshold",
          "display_name": "dot_accuracy_threshold",
          "description": null,
          "value": 836162.375
        },
        {
          "id": "dot_f1",
          "display_name": "dot_f1",
          "description": null,
          "value": 0.5298930144745122
        },
        {
          "id": "dot_f1_threshold",
          "display_name": "dot_f1_threshold",
          "description": null,
          "value": 519992.53125
        },
        {
          "id": "dot_precision",
          "display_name": "dot_precision",
          "description": null,
          "value": 0.36816790555312634
        },
        {
          "id": "dot_recall",
          "display_name": "dot_recall",
          "description": null,
          "value": 0.9450056116722784
        },
        {
          "id": "dot_ap",
          "display_name": "dot_ap",
          "description": null,
          "value": 0.4635132398582616
        },
        {
          "id": "top_ap",
          "display_name": "top_ap",
          "description": null,
          "value": 0.5243404260729363
        }
      ]
    },
    {
      "layer_number": 23,
      "layer_display_name": "23",
      "metrics": [
        {
          "id": "cos_sim_accuracy",
          "display_name": "cos_sim_accuracy",
          "description": null,
          "value": 0.7026816945200155
        },
        {
          "id": "cos_sim_accuracy_threshold",
          "display_name": "cos_sim_accuracy_threshold",
          "description": null,
          "value": 0.9759871959686279
        },
        {
          "id": "cos_sim_f1",
          "display_name": "cos_sim_f1",
          "description": null,
          "value": 0.5580322828593389
        },
        {
          "id": "cos_sim_f1_threshold",
          "display_name": "cos_sim_f1_threshold",
          "description": null,
          "value": 0.9470945596694946
        },
        {
          "id": "cos_sim_precision",
          "display_name": "cos_sim_precision",
          "description": null,
          "value": 0.4243132670952659
        },
        {
          "id": "cos_sim_recall",
          "display_name": "cos_sim_recall",
          "description": null,
          "value": 0.8148148148148148
        },
        {
          "id": "cos_sim_ap",
          "display_name": "cos_sim_ap",
          "description": null,
          "value": 0.5421318920287235
        },
        {
          "id": "manhattan_accuracy",
          "display_name": "manhattan_accuracy",
          "description": null,
          "value": 0.7022930431403032
        },
        {
          "id": "manhattan_accuracy_threshold",
          "display_name": "manhattan_accuracy_threshold",
          "description": null,
          "value": 17089.51953125
        },
        {
          "id": "manhattan_f1",
          "display_name": "manhattan_f1",
          "description": null,
          "value": 0.5625282167042889
        },
        {
          "id": "manhattan_f1_threshold",
          "display_name": "manhattan_f1_threshold",
          "description": null,
          "value": 21019.880859375
        },
        {
          "id": "manhattan_precision",
          "display_name": "manhattan_precision",
          "description": null,
          "value": 0.4705438066465257
        },
        {
          "id": "manhattan_recall",
          "display_name": "manhattan_recall",
          "description": null,
          "value": 0.6992143658810326
        },
        {
          "id": "manhattan_ap",
          "display_name": "manhattan_ap",
          "description": null,
          "value": 0.5427024596748751
        },
        {
          "id": "euclidean_accuracy",
          "display_name": "euclidean_accuracy",
          "description": null,
          "value": 0.6991838321026039
        },
        {
          "id": "euclidean_accuracy_threshold",
          "display_name": "euclidean_accuracy_threshold",
          "description": null,
          "value": 779.5919189453125
        },
        {
          "id": "euclidean_f1",
          "display_name": "euclidean_f1",
          "description": null,
          "value": 0.565200158541419
        },
        {
          "id": "euclidean_f1_threshold",
          "display_name": "euclidean_f1_threshold",
          "description": null,
          "value": 1155.1326904296875
        },
        {
          "id": "euclidean_precision",
          "display_name": "euclidean_precision",
          "description": null,
          "value": 0.4368872549019608
        },
        {
          "id": "euclidean_recall",
          "display_name": "euclidean_recall",
          "description": null,
          "value": 0.8002244668911336
        },
        {
          "id": "euclidean_ap",
          "display_name": "euclidean_ap",
          "description": null,
          "value": 0.541038608227211
        },
        {
          "id": "dot_accuracy",
          "display_name": "dot_accuracy",
          "description": null,
          "value": 0.6634279051690634
        },
        {
          "id": "dot_accuracy_threshold",
          "display_name": "dot_accuracy_threshold",
          "description": null,
          "value": 14770648.0
        },
        {
          "id": "dot_f1",
          "display_name": "dot_f1",
          "description": null,
          "value": 0.5273250239693194
        },
        {
          "id": "dot_f1_threshold",
          "display_name": "dot_f1_threshold",
          "description": null,
          "value": 9928615.0
        },
        {
          "id": "dot_precision",
          "display_name": "dot_precision",
          "description": null,
          "value": 0.36863270777479895
        },
        {
          "id": "dot_recall",
          "display_name": "dot_recall",
          "description": null,
          "value": 0.9259259259259259
        },
        {
          "id": "dot_ap",
          "display_name": "dot_ap",
          "description": null,
          "value": 0.4423444299763757
        },
        {
          "id": "top_ap",
          "display_name": "top_ap",
          "description": null,
          "value": 0.5427024596748751
        }
      ]
    }
  ]
}