Binary Video Detection on DeMamba 7 (in-domain)
100PrecisionSAGA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAGASetting=BIN-L2025.11 | 100 | 99.89 | 99.94 | |
| FTCN-CLIP-B2025.11 | 92.21 | 86.18 | 89.67 | |
| MINTIME-CLIP-B2025.11 | 91.55 | 87.62 | 89.98 | |
| F3Net2025.11 | 88.73 | 81.88 | 86.04 | |
| TALL2025.11 | 87.91 | 88.52 | 88.42 | |
| STIL2025.11 | 87.12 | 82.22 | 85.35 | |
| XCLIP-B-FTBackbone=XCLIP-B, Stage=FT2025.11 | 86.77 | 84.41 | 86.07 | |
| NPR2025.11 | 82.45 | 84.08 | 83.45 | |
| DeMamba-CLIP-PTBackbone=CLIP, Stage=PT2025.11 | 79.97 | 78.86 | 79.98 | |
| DeMamba-XCLIP-PTBackbone=XCLIP, Stage=PT2025.11 | 76.38 | 83.59 | 79.31 | |
| XCLIP-B-PTBackbone=XCLIP-B, Stage=PT2025.11 | 61.29 | 81.93 | 65.83 | |
| CLIP-B-PTBackbone=CLIP-B, Stage=PT2025.11 | 44.83 | 81.74 | 41.82 |