Perception on Visual Probe (Pass@4)
67.9Pass@4AXPO
Evaluation results
| Method | Links | |
|---|---|---|
| AXPOModel Size=8B, Backbone=Qwen3-VL-Thinking2026.05 | 67.9 | |
| AXPOModel Size=4B, Backbone=Qwen3-VL-Thinking2026.05 | 65.1 | |
| BaseModel Size=32B, Backbone=Qwen3-VL-Thinking2026.05 | 64.2 | |
| SFT + GRPOModel Size=8B, Backbone=Qwen3-VL-Thinking2026.05 | 63.2 | |
| GRPOModel Size=8B, Backbone=Qwen3-VL-Thinking2026.05 | 62.3 | |
| SFT + GRPOModel Size=2B, Backbone=Qwen3-VL-Thinking2026.05 | 60.4 | |
| AXPOModel Size=2B, Backbone=Qwen3-VL-Thinking2026.05 | 60.4 | |
| SFT + GRPOModel Size=4B, Backbone=Qwen3-VL-Thinking2026.05 | 57.5 | |
| SFTModel Size=8B, Backbone=Qwen3-VL-Thinking2026.05 | 57.5 | |
| BaseModel Size=8B, Backbone=Qwen3-VL-Thinking2026.05 | 55.7 | |
| SFTModel Size=4B, Backbone=Qwen3-VL-Thinking2026.05 | 51.9 | |
| SFTModel Size=2B, Backbone=Qwen3-VL-Thinking2026.05 | 50 | |
| GRPOModel Size=4B, Backbone=Qwen3-VL-Thinking2026.05 | 48.1 | |
| BaseModel Size=4B, Backbone=Qwen3-VL-Thinking2026.05 | 44.3 | |
| GRPOModel Size=2B, Backbone=Qwen3-VL-Thinking2026.05 | 43.4 | |
| BaseModel Size=2B, Backbone=Qwen3-VL-Thinking2026.05 | 15.1 |