Video Instance Segmentation on YouTubeVIS 2019 (BD-rate)
-51.2BD-Rate (AP)SEC-VCM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SEC-VCMType=VCM2025.10 | -51.2 | — | -64.8 | -55.1 | |
| SMC++Type=VCM2025.10 | -32.2 | — | -3.5 | -0.1 | |
| SEC-VCMType=VCM2025.10 | -23.6 | — | 62.9 | -23 | |
| Diff-ICMHType=VCM2025.10 | -20.9 | — | -26.2 | -19.1 | |
| SMC++Type=VCM2025.10 | -18.1 | — | -39 | -16 | |
| VTM-23.1Type=Standard2025.10 | 0 | — | 0 | 0 | |
| VTM-23.1Type=Standard2025.10 | 0 | — | 0 | 0 | |
| DCVC-DCType=NVC (pixel)2025.10 | 5.7 | — | 185.7 | -15.9 | |
| HM-18.0Type=Standard2025.10 | 7.2 | — | -15.5 | -8.7 | |
| HM-18.0Type=Standard2025.10 | 19.4 | — | 82.5 | -21.3 | |
| DCVC-RTType=NVC (pixel)2025.10 | 28.9 | — | 102.4 | 0.2 | |
| DCVC-FMType=NVC (pixel)2025.10 | 33.4 | — | 110.9 | -24.8 | |
| PLVCType=NVC (perception)2025.10 | 63.4 | — | 20.9 | -45 | |
| DCVC-HEMType=NVC (pixel)2025.10 | 90.2 | — | 133.8 | -3.9 | |
| Diff-ICMHType=VCM2025.10 | 95.7 | — | 61.4 | -15.2 | |
| I2VCType=NVC (perception)2025.10 | 100.9 | — | 89.9 | 138.5 | |
| DCVC-FMType=NVC (pixel)2025.10 | 127.1 | — | 25.2 | 186.8 | |
| DCVC-HEMType=NVC (pixel)2025.10 | 129.1 | — | 49.5 | 207.5 | |
| DCVC-RTType=NVC (pixel)2025.10 | 144 | — | 54.6 | 165.4 | |
| DCVC-DCType=NVC (pixel)2025.10 | 177.5 | — | 153.6 | 170.9 | |
| PLVCType=NVC (perception)2025.10 | 276.1 | — | 126.4 | 217.7 | |
| SA-ICMType=VCM2025.10 | 311.3 | — | 377.4 | 310.7 | |
| I2VCType=NVC (perception)2025.10 | 407.7 | — | 246.8 | 146.8 | |
| SA-ICMType=VCM2025.10 | 424.3 | — | 342.9 | 387.1 | |
| CascadeNet2025.03 | — | -7 | — | — | |
| Direct test2025.03 | — | 0 | — | — | |
| Full finetunemode=full2025.03 | — | -38.96 | — | — | |
| Head finetunemode=head only2025.03 | — | -32.54 | — | — | |
| PromptCIR2025.03 | — | -3.05 | — | — | |
| PromptIR2025.03 | — | 6.27 | — | — | |
| VCEDoptimization=joint2025.03 | — | -53.68 | — | — | |
| VCED-FDdownstream models=frozen2025.03 | — | -34.95 | — | — |