Surgical Video Generation on KASA Knotting
110.57CDKVLR
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| KVLRConditioning Type=Visual-action-conditioned Generation2026.05 | 110.57 | 88 | 1.18 | — | — | — | — | |
| OpenSora-2.0Conditioning Type=Visual-action-conditioned Generation2026.05 | 113.8 | 84 | 1.51 | — | — | — | — | |
| KVLR-fastConditioning Type=Visual-action-conditioned Generation2026.05 | 114.32 | 85 | 1.54 | — | — | — | — | |
| SurgSoraConditioning Type=Visual-action-conditioned Generation2026.05 | 119.5 | 75 | 3.85 | — | — | — | — | |
| Cosmos-H-SurgicalConditioning Type=Raw-action-conditioned Generation2026.05 | 120.21 | 74 | 3.91 | — | — | — | — | |
| HunyuanVideoConditioning Type=Raw-action-conditioned Generation2026.05 | 130.25 | 70 | 4.86 | — | — | — | — | |
| Wan-2.2Conditioning Type=Raw-action-conditioned Generation2026.05 | 135.48 | 68 | 5.23 | — | — | — | — | |
| OpenSora-2.0Conditioning Type=Raw-action-conditioned Generation2026.05 | 138.74 | 65 | 5.62 | — | — | — | — | |
| Cosmos-H-SurgicalConditioning Type=Text-conditioned Generation2026.05 | 150.26 | 59 | 4.88 | — | — | — | — | |
| HunyuanVideoConditioning Type=Text-conditioned Generation2026.05 | 162.81 | 57 | 6.07 | — | — | — | — | |
| Wan-2.2Conditioning Type=Text-conditioned Generation2026.05 | 169.35 | 56 | 6.54 | — | — | — | — | |
| OpenSora-2.0Conditioning Type=Text-conditioned Generation2026.05 | 173.42 | 53 | 7.02 | — | — | — | — | |
| Cosmos-H-SurgicalConditioning protocol=Text-conditioned Generation2026.05 | — | — | — | 17.2 | 0.62 | 36.5 | 325.4 | |
| Cosmos-H-SurgicalConditioning protocol=Raw-action-conditioned Generation2026.05 | — | — | — | 18.9 | 0.72 | 24.46 | 225.72 | |
| HunyuanVideoConditioning protocol=Text-conditioned Generation2026.05 | — | — | — | 16.5 | 0.57 | 42.1 | 395.2 | |
| HunyuanVideoConditioning protocol=Raw-action-conditioned Generation2026.05 | — | — | — | 18.1 | 0.68 | 28.4 | 255.4 | |
| KVLRConditioning protocol=Visual-action-conditioned Generation2026.05 | — | — | — | 21.09 | 0.82 | 14.78 | 154.56 | |
| KVLR-fastConditioning protocol=Visual-action-conditioned Generation2026.05 | — | — | — | 20.45 | 0.78 | 18.25 | 185.32 | |
| OpenSora-2.0Conditioning protocol=Text-conditioned Generation2026.05 | — | — | — | 16.1 | 0.54 | 47.5 | 445.8 | |
| OpenSora-2.0Conditioning protocol=Raw-action-conditioned Generation2026.05 | — | — | — | 17.5 | 0.64 | 34.2 | 305.6 | |
| OpenSora-2.0Conditioning protocol=Visual-action-conditioned Generation2026.05 | — | — | — | 20.75 | 0.79 | 16.8 | 168.9 | |
| SurgSoraConditioning protocol=Visual-action-conditioned Generation2026.05 | — | — | — | 18.85 | 0.73 | 24.15 | 222.4 | |
| Wan-2.2Conditioning protocol=Text-conditioned Generation2026.05 | — | — | — | 16.2 | 0.55 | 45.3 | 420.5 | |
| Wan-2.2Conditioning protocol=Raw-action-conditioned Generation2026.05 | — | — | — | 17.8 | 0.66 | 31.6 | 280.2 |