Audio-visual Question Answering on OmniVideoBench
0.356AccuracyFull Tokens
Evaluation Results
| Method | Links | |
|---|---|---|
| Full TokensBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=1002026.02 | 0.356 | |
| OmniSIFTBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.02 | 0.356 | |
| OmniSIFTBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.02 | 0.354 | |
| OmniZipBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.02 | 0.351 | |
| DyCokeBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.02 | 0.344 | |
| OmniZipBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.02 | 0.341 | |
| DyCokeBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.02 | 0.341 | |
| OmniZipBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.02 | 0.337 | |
| OmniSIFTBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.02 | 0.337 | |
| Full TokensBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=1002026.02 | 0.335 | |
| RandomBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=352026.02 | 0.334 | |
| RandomBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.02 | 0.334 | |
| OmniSIFTBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.02 | 0.331 | |
| RandomBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.02 | 0.33 | |
| DyCokeBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.02 | 0.33 | |
| DyCokeBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=352026.02 | 0.328 | |
| RandomBackbone=Qwen2.5-Omni-7B, Retained Ratio (%)=252026.02 | 0.326 | |
| OmniZipBackbone=Qwen2.5-Omni-3B, Retained Ratio (%)=252026.02 | 0.324 |