Vision-centric Evaluation on CV-Bench
0.8751AccuracyQwen3-VL-32B
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3-VL-32B3-run average=true2026.06 | 0.8751 | |
| SmoothOp-7BData Scale=50K, Training Phases=1 (R)2026.01 | 0.864 | |
| InternVL3.5-38B3-run average=true2026.06 | 0.8596 | |
| Qwen3-VL-8B3-run average=true2026.06 | 0.8563 | |
| VST-7B-SFTData Scale=4.1M, Training Phases=1 (S)2026.01 | 0.855 | |
| GPT-53-run average=true2026.06 | 0.8546 | |
| SmoothOp-3BData Scale=50K, Training Phases=1 (R)2026.01 | 0.849 | |
| VST-3B-SFTData Scale=4.1M, Training Phases=1 (S)2026.01 | 0.844 | |
| InternVL3.5-8B3-run average=true2026.06 | 0.8199 | |
| ViLaSR-7BData Scale=81K, Training Phases=2 (S+R)2026.01 | 0.818 | |
| ThinkMorph3-run average=true, Latency (s)=142.82026.06 | 0.8086 | |
| SPAR-8BData Scale=7M, Training Phases=2 (S)2026.01 | 0.807 | |
| Visual-OPSD3-run average=true, Latency (s)=10.02026.06 | 0.8064 | |
| Visual-OPSD-Noise3-run average=true, Latency (s)=14.92026.06 | 0.7909 | |
| Text-only SFT3-run average=true, Latency (s)=28.52026.06 | 0.7737 | |
| BAGEL-7B3-run average=true2026.06 | 0.7603 | |
| GPT-4oData Scale=-, Training Phases=-2026.01 | 0.76 | |
| GPT-4o3-run average=true2026.06 | 0.7561 | |
| Qwen2.5-VL-7BData Scale=-, Training Phases=-2026.01 | 0.754 | |
| SpaceR-7BData Scale=151K, Training Phases=2 (S+R)2026.01 | 0.748 | |
| SpatialLadder-3BData Scale=26K, Training Phases=3 (S+R)2026.01 | 0.737 | |
| Qwen2.5-VL-3BData Scale=-, Training Phases=-2026.01 | 0.714 | |
| Janus-Pro-7B3-run average=true2026.06 | 0.6783 | |
| LLava-OneVision-7BData Scale=-, Training Phases=-2026.01 | 0.619 | |
| SPHINX-13B2026.01 | 0.613 | |
| CARPE2026.01 | 0.588 | |
| CARPE-MoE2026.01 | 0.588 | |
| Gemini-2.5-ProData Scale=-, Training Phases=-2026.01 | 0.535 | |
| LEVI2026.01 | 0.474 | |
| WiSE-FT2026.01 | 0.461 | |
| LLaVA1.5-7B2026.01 | 0.46 | |
| InternVL3-8BData Scale=-, Training Phases=-2026.01 | 0.421 | |
| LLaVA1.5-7BFine-tuned=ImageNet2026.01 | 0.379 | |
| Chameleon-7B3-run average=true2026.06 | 0.3652 |