Multimodal Perception on MME Perception (Granular Evaluation)
190Existence ScoreDeco
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DecoModel=InstructBLIP2025.08 | 190 | 60 | 58.3 | 115 | 138.8 | 128.2 | 151.5 | 107.8 | 113.8 | 125 | 1,188.3 | |
| SAVERModel=InstructBLIP2025.08 | 190 | 85 | 66.7 | 100 | 142.5 | 147.6 | 158 | 96.5 | 132.5 | 95 | 1,213.8 | |
| SAVERModel=LLaVA-1.52025.08 | 185 | 113.3 | 106.7 | 125 | 144.9 | 117.4 | 155.3 | 134.8 | 66 | 117.5 | 1,265.8 | |
| DolaModel=LLaVA-1.52025.08 | 170 | 55 | 126.7 | 108.3 | 79.3 | 69.1 | 117.8 | 114 | 76 | 25 | 941.1 | |
| DecoModel=LLaVA-1.52025.08 | 165 | 93.3 | 91.7 | 95 | 138.8 | 103.5 | 151.5 | 112 | 58.3 | 85 | 1,094.1 | |
| DolaModel=InstructBLIP2025.08 | 165 | 68.3 | 50 | 148.3 | 60.2 | 60.2 | 110 | 50 | 87.8 | 87.5 | 876.8 |