Visual Understanding on MME Perception
1,638MME-P ScoreSPAR-3B
Evaluation Results
| Method | Links | |
|---|---|---|
| SPAR-3BLLM Params=2B, Model Category=Und. and Gen.2026.06 | 1,638 | |
| InternVL3-2BLLM Params=2B, Model Category=Und. Only2026.06 | 1,633 | |
| BAGEL-7BLLM Params=3B, Model Category=Und. and Gen.2026.06 | 1,610 | |
| Tar-7BLLM Params=7B, Model Category=Und. and Gen.2026.06 | 1,571 | |
| Janus-Pro-7BLLM Params=7B, Model Category=Und. and Gen.2026.06 | 1,567 | |
| BLIP3-o-4BLLM Params=4B, Model Category=Und. and Gen.2026.06 | 1,528 | |
| SPAR-1BLLM Params=1B, Model Category=Und. and Gen.2026.06 | 1,500 | |
| InternVL3-1BLLM Params=1B, Model Category=Und. Only2026.06 | 1,492 | |
| SEED-X-13BLLM Params=13B, Model Category=Und. and Gen.2026.06 | 1,457 | |
| TokLIP-7BLLM Params=7B, Model Category=Und. and Gen.2026.06 | 1,410 | |
| VILA-U-7BLLM Params=7B, Model Category=Und. and Gen.2026.06 | 1,336 | |
| Emu3-Chat-8BLLM Params=8B, Model Category=Und. Only2026.06 | 1,244 | |
| LLaVA-OVLLM Params=1B, Model Category=Und. Only2026.06 | 1,238 | |
| Harmon-1.5BLLM Params=1.5B, Model Category=Und. and Gen.2026.06 | 1,155 | |
| Show-O-1.3BLLM Params=1.3B, Model Category=Und. and Gen.2026.06 | 1,097 |