Perception on TWI-oriented TreeBench (offline)
71.1AccuracyRTWI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RTWIBase Model=Qwen3-VL Instruct, Setting=offline2026.02 | 71.1 | 42 | |
| DeepconfBase Model=Qwen3-VL Instruct, Setting=offline2026.02 | 69.8 | 38.9 | |
| Self-Cer.Base Model=Qwen3-VL Instruct, Setting=offline2026.02 | 69.8 | 38.6 | |
| RTWIBase Model=Qwen3-VL Thinking, Setting=offline2026.02 | 68.5 | 36 | |
| SCBase Model=Qwen3-VL Instruct, Setting=offline2026.02 | 68.4 | 38.6 | |
| CISCBase Model=Qwen3-VL Instruct, Setting=offline2026.02 | 68.4 | 38.6 | |
| SCBase Model=Qwen3-VL Thinking, Setting=offline2026.02 | 66.4 | 32.5 | |
| CISCBase Model=Qwen3-VL Thinking, Setting=offline2026.02 | 66.4 | 32.5 | |
| Self-Cer.Base Model=Qwen3-VL Thinking, Setting=offline2026.02 | 65.8 | 32.5 | |
| DeepconfBase Model=Qwen3-VL Thinking, Setting=offline2026.02 | 64.4 | 32.9 | |
| BaseBase Model=Qwen3-VL Instruct, Setting=offline2026.02 | 64.4 | — | |
| BaseBase Model=Qwen3-VL Thinking, Setting=offline2026.02 | 63.1 | — |