Multimodal Understanding on Understanding Benchmarks Aggregate
100Overall ScoreUpper Bound
Evaluation results
| Method | Links | |
|---|---|---|
| Upper BoundRetained Tokens=5762026.04 | 100 | |
| CLASPRetained Tokens=192, Pruning Ratio=66.7%2026.04 | 98.4 | |
| CLASPRetained Tokens=128, Pruning Ratio=77.8%2026.04 | 97 | |
| CLASPRetained Tokens=64, Pruning Ratio=88.9%2026.04 | 94.7 | |
| UniGameParams=7B2025.11 | 75 | |
| SFTParams=7B2025.11 | 71.9 | |
| Janus-Pro†Params=7B2025.11 | 71.4 | |
| TokenFlow-XLParams=14B2025.11 | 71.3 | |
| SEED-XParams=7B2025.11 | 65.2 | |
| Emu3Params=8B2025.11 | 62.6 |