Promptable Video Object Segmentation on DAVIS 2017 (val)
90.9mIoUClean
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CleanPrompt type=Mask, Poisoning rate=5%2025.12 | 90.9 | 74 | 0 | |
| CleanPrompt type=Box, Poisoning rate=5%2025.12 | 90.2 | 72.9 | 0 | |
| BadVSFM with BadNetPrompt type=Mask, Poisoning rate=5%2025.12 | 89.5 | 64.3 | 48.3 | |
| BadVSFM with BlendedPrompt type=Mask, Poisoning rate=5%2025.12 | 89.5 | 64.3 | 66.1 | |
| BadVSFM with FIBAPrompt type=Mask, Poisoning rate=5%2025.12 | 89.3 | 64 | 26.3 | |
| BadVSFM with WaNetPrompt type=Mask, Poisoning rate=5%2025.12 | 89.2 | 64.2 | 43.6 | |
| BadNetPrompt type=Mask, Poisoning rate=5%2025.12 | 88.7 | 62.8 | 0 | |
| BlendedPrompt type=Mask, Poisoning rate=5%2025.12 | 88.5 | 62.6 | 0 | |
| FIBAPrompt type=Mask, Poisoning rate=5%2025.12 | 88.5 | 62.6 | 0 | |
| WaNetPrompt type=Mask, Poisoning rate=5%2025.12 | 88.4 | 62.5 | 0 | |
| BadVSFM with BadNetPrompt type=Box, Poisoning rate=5%2025.12 | 85.2 | 58.6 | 92.2 | |
| BadVSFM with FIBAPrompt type=Box, Poisoning rate=5%2025.12 | 84.9 | 58.4 | 52.2 | |
| BadVSFM with BlendedPrompt type=Box, Poisoning rate=5%2025.12 | 84.6 | 58.3 | 94.1 | |
| BadVSFM with WaNetPrompt type=Box, Poisoning rate=5%2025.12 | 84.4 | 58 | 87 | |
| WaNetPrompt type=Box, Poisoning rate=5%2025.12 | 78.4 | 45.8 | 0 | |
| BlendedPrompt type=Box, Poisoning rate=5%2025.12 | 78.2 | 45.6 | 0 | |
| BadNetPrompt type=Box, Poisoning rate=5%2025.12 | 78.1 | 45.5 | 0 | |
| FIBAPrompt type=Box, Poisoning rate=5%2025.12 | 78 | 45.5 | 0 | |
| CleanPrompt type=Point, Poisoning rate=5%2025.12 | 64.2 | 52.6 | 2.1 | |
| BadVSFM with BlendedPrompt type=Point, Poisoning rate=5%2025.12 | 59.6 | 41.1 | 95.3 | |
| BadVSFM with FIBAPrompt type=Point, Poisoning rate=5%2025.12 | 57.8 | 39.5 | 64.9 | |
| BadVSFM with WaNetPrompt type=Point, Poisoning rate=5%2025.12 | 56.7 | 39 | 85.5 | |
| BadVSFM with BadNetPrompt type=Point, Poisoning rate=5%2025.12 | 55.6 | 37.7 | 93 | |
| BadNetPrompt type=Point, Poisoning rate=5%2025.12 | 42.5 | 25.6 | 3.5 | |
| BlendedPrompt type=Point, Poisoning rate=5%2025.12 | 42.5 | 25.6 | 3.4 | |
| FIBAPrompt type=Point, Poisoning rate=5%2025.12 | 41.2 | 24.9 | 4 | |
| WaNetPrompt type=Point, Poisoning rate=5%2025.12 | 41.2 | 25 | 3.5 |