Add benchmark scores

README.md

@@ -1,5 +1,89 @@
 ---
 license: cc-by-nc-4.0
+model-index:
+- name: CondViT-B16-txt
+  results:
+  - dataset:
+      name: LAION - Referred Visual Search - Fashion
+      split: test
+      type: Slep/LAION-RVS-Fashion
+    metrics:
+    - name: R@1 +10K Dist.
+      type: recall_at_1|10000
+      value: 94.18 ± 0.86
+    - name: R@5 +10K Dist.
+      type: recall_at_5|10000
+      value: 98.78 ± 0.32
+    - name: R@10 +10K Dist.
+      type: recall_at_10|10000
+      value: 99.25 ± 0.30
+    - name: R@20 +10K Dist.
+      type: recall_at_20|10000
+      value: 99.71 ± 0.17
+    - name: R@50 +10K Dist.
+      type: recall_at_50|10000
+      value: 99.79 ± 0.13
+    - name: R@1 +100K Dist.
+      type: recall_at_1|100000
+      value: 87.07 ± 1.30
+    - name: R@5 +100K Dist.
+      type: recall_at_5|100000
+      value: 95.28 ± 0.61
+    - name: R@10 +100K Dist.
+      type: recall_at_10|100000
+      value: 96.99 ± 0.44
+    - name: R@20 +100K Dist.
+      type: recall_at_20|100000
+      value: 98.04 ± 0.36
+    - name: R@50 +100K Dist.
+      type: recall_at_50|100000
+      value: 98.98 ± 0.26
+    - name: R@1 +500K Dist.
+      type: recall_at_1|500000
+      value: 79.41 ± 1.02
+    - name: R@5 +500K Dist.
+      type: recall_at_5|500000
+      value: 89.65 ± 1.08
+    - name: R@10 +500K Dist.
+      type: recall_at_10|500000
+      value: 92.72 ± 0.87
+    - name: R@20 +500K Dist.
+      type: recall_at_20|500000
+      value: 94.88 ± 0.58
+    - name: R@50 +500K Dist.
+      type: recall_at_50|500000
+      value: 97.13 ± 0.48
+    - name: R@1 +1M Dist.
+      type: recall_at_1|1000000
+      value: 75.60 ± 1.40
+    - name: R@5 +1M Dist.
+      type: recall_at_5|1000000
+      value: 86.62 ± 1.42
+    - name: R@10 +1M Dist.
+      type: recall_at_10|1000000
+      value: 90.13 ± 1.06
+    - name: R@20 +1M Dist.
+      type: recall_at_20|1000000
+      value: 92.82 ± 0.76
+    - name: R@50 +1M Dist.
+      type: recall_at_50|1000000
+      value: 95.61 ± 0.62
+    - name: Available Dists.
+      type: n_dists
+      value: 2000014
+    - name: Embedding Dimension
+      type: embedding_dim
+      value: 512
+    - name: Conditioning
+      type: conditioning
+      value: text
+    source:
+      name: LRVSF Leaderboard
+      url: https://huggingface.co/spaces/Slep/LRVSF-Leaderboard
+    task:
+      type: Retrieval
+tags:
+- lrvsf-benchmark
 ---
 
 # Conditional ViT - B/16 - Text