Maze Navigation on MAZENAVIGATION OOD Maze Sizes 8x8 1.0
80EMWan2.2-TI2V-5B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Wan2.2-TI2V-5BInput=Text + Image, Output=Video, Evaluation Protocol=Fine-tuned2026.01 | 80 | 83.6 | |
| Wan2.2-TI2V-5B (Unseen Visual Icons)Input=Text + Image, Output=Video, Evaluation Protocol=Fine-tuned2026.01 | 78 | 81.6 | |
| Qwen3-VL-8B (w/ coordinates)Input=Text + Image, Output=Text, Evaluation Protocol=Fine-tuned2026.01 | 22 | 30.5 | |
| Qwen3-VL-8BInput=Text + Image, Output=Text, Evaluation Protocol=Fine-tuned2026.01 | 19.2 | 34.3 | |
| GPT-5.2Input=Text + Image, Output=Text, Evaluation Protocol=Zero-shot2026.01 | 8.4 | 8.4 | |
| GPT-5.1Input=Text + Image, Output=Text, Evaluation Protocol=Zero-shot2026.01 | 6 | 6 | |
| VPRL-7B *Input=Image, Output=Image, Evaluation Protocol=Fine-tuned2026.01 | 4 | 6.2 |