Long Video Understanding on VNBench (test)
0.827Retrieval ScoreVideo-XL+TiFRe
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Video-XL+TiFReLLM=OpenPangu-7B, Frames=8.62026.02 | 0.827 | 81.6 | 0.269 | 0.637 | |
| Video-XL+TiFReLLM=Qwen2.5-7B-Instruct, Frames=8.62026.02 | 0.82 | 79.1 | 0.267 | 0.626 | |
| Video-XLLLM=not specified, Frames=55.22026.02 | 0.8 | 80.6 | 0.24 | 0.616 | |
| ST-LLMLLM=not specified, Frames=322026.02 | 0.513 | 0 | 0.167 | 0.227 | |
| LLaVA-NeXT-VideoLLM=not specified, Frames=55.22026.02 | 0.442 | 0.4 | 0.155 | 0.201 | |
| VideoChat2LLM=not specified, Frames=162026.02 | 0.327 | 0.4 | 0.155 | 0.201 | |
| LLaMA-VIDLLM=not specified, Frames=55.22026.02 | 0.251 | 0.2 | 0.071 | 0.108 |