Long-Video Benchmarking on Average (VideoDetailCaption, MVBench, LongVideoBench, VideoMME)
4.07Average Accepted LengthSpecVLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SpecVLMTemperature=0, Visual Token Length=25K2026.02 | 4.07 | 1.24 | 1.41 | |
| IVSBTemperature=0, Visual Token Length=25K2026.02 | 3.83 | 1.93 | 2.82 | |
| IVSBTemperature=1, Visual Token Length=25K2026.02 | 2.76 | 1.59 | 2.04 | |
| MSDTemperature=0, Visual Token Length=25K2026.02 | 2.66 | 1.46 | 1.74 | |
| MSDTemperature=1, Visual Token Length=25K2026.02 | 2.18 | 1.27 | 1.43 |