Triplet Recognition on LLS48 (test)
0.5979AP (I)ZEN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ZENBackbone=ViT-B, Fine-tuned=true2026.02 | 0.5979 | 0.5086 | 0.4243 | 0.4388 | 0.3701 | 0.3419 | |
| MIS-DINOv2Backbone=ViT-L, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.5978 | 0.479 | 0.3866 | 0.4029 | 0.3376 | 0.3114 | |
| MIS-DINOBackbone=ViT-B, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.593 | 0.4555 | 0.3999 | 0.3923 | 0.3417 | 0.3138 | |
| MIS-MSNBackbone=ViT-B, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.5857 | 0.4828 | 0.376 | 0.3893 | 0.3362 | 0.3138 | |
| PeskaVLPBackbone=ResNet50, Pre-training=Existing, Fine-tuned=true2026.02 | 0.5469 | 0.4481 | 0.3929 | 0.3838 | 0.3329 | 0.2956 | |
| ImageNetBackbone=ViT-B, Pre-training=Supervised, Fine-tuned=true2026.02 | 0.5422 | 0.4061 | 0.3609 | 0.3599 | 0.2976 | 0.2768 | |
| SurgeNetBackbone=CAFormer18, Pre-training=Existing, Fine-tuned=true2026.02 | 0.5375 | 0.3932 | 0.3376 | 0.3495 | 0.3035 | 0.2731 | |
| MIS-DINOv2Backbone=ViT-B, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.524 | 0.4025 | 0.3348 | 0.3518 | 0.2926 | 0.2727 | |
| EndoFMBackbone=ViT-B, Pre-training=Existing, Fine-tuned=true2026.02 | 0.5202 | 0.3789 | 0.329 | 0.3439 | 0.287 | 0.2672 | |
| MIS-MoCoV3Backbone=ViT-B, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.464 | 0.3108 | 0.2751 | 0.2701 | 0.2015 | 0.1677 | |
| EndoViTBackbone=ViT-B, Pre-training=Existing, Fine-tuned=true2026.02 | 0.4374 | 0.3095 | 0.2752 | 0.2772 | 0.2366 | 0.2203 | |
| MIS-MAEBackbone=ViT-B, Pre-training=Self-supervised, Fine-tuned=true2026.02 | 0.4309 | 0.2895 | 0.278 | 0.2598 | 0.2337 | 0.2276 | |
| GSViTBackbone=EfficientViT, Pre-training=Existing, Fine-tuned=true2026.02 | 0.231 | 0.2001 | 0.1443 | 0.147 | 0.0909 | 0.0969 |