Phase recognition on BernBypass70 (test)
50Top-1 AccuracyHyperVLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HyperVLPPre-training Dataset=SVL, Zero-shot=true2026.06 | 50 | 30.3 | |
| PeskaVLPPre-training Dataset=SVL, Evaluation Protocol=Zero-shot2024.09 | 45.7 | 22.6 | |
| PeskaVLPPre-training Dataset=SVL, Zero-shot=true2026.06 | 45.7 | 22.6 | |
| HecVLPretraining dataset=SVL-Pretrain, Protocol=Zero-shot2024.05 | 22.8 | 13.6 | |
| HecVLPre-training Dataset=SVL, Evaluation Protocol=Zero-shot2024.09 | 22.8 | 13.6 | |
| HecVLPre-training Dataset=SVL, Zero-shot=true2026.06 | 22.8 | 13.6 | |
| CLIP*Pretraining dataset=SVL-Pretrain, Protocol=Zero-shot2024.05 | 17.8 | 7.1 | |
| CLIPPre-training Dataset=SVL, Evaluation Protocol=Zero-shot2024.09 | 17.8 | 7.1 | |
| CLIPPre-training Dataset=SVL, Zero-shot=true2026.06 | 17.8 | 7.1 | |
| CLIPPre-training Dataset=CLIP400M, Evaluation Protocol=Zero-shot2024.09 | 14.8 | 4.1 | |
| CLIPPre-training Dataset=CLIP400M, Zero-shot=true2026.06 | 14.8 | 4.1 | |
| SurgVLPPretraining dataset=SVL-Pretrain, Protocol=Zero-shot2024.05 | 11.4 | 7.2 | |
| SurgVLPPre-training Dataset=SVL, Evaluation Protocol=Zero-shot2024.09 | 11.4 | 7.2 | |
| SurgVLPPre-training Dataset=SVL, Zero-shot=true2026.06 | 11.4 | 7.2 | |
| CLIPPretraining dataset=CLIP400M, Protocol=Zero-shot2024.05 | 9.7 | 5.1 | |
| CLIP**Pretraining dataset=SVL-Pretrain, Protocol=Zero-shot2024.05 | 4.9 | 2.3 | |
| CLIPPre-training Dataset=Scratch, Evaluation Protocol=Zero-shot2024.09 | 4.9 | 2.3 | |
| CLIPPre-training Dataset=Scratch, Zero-shot=true2026.06 | 4.9 | 2.3 | |
| MIL-NCEPretraining dataset=Howto100M, Protocol=Zero-shot2024.05 | 2.5 | 2 | |
| MIL-NCEPre-training Dataset=Howto100M, Evaluation Protocol=Zero-shot2024.09 | 2.4 | 2.1 | |
| MIL-NCEPre-training Dataset=HowTo100M, Zero-shot=true2026.06 | 2.4 | 2.1 |