Visual Planning on Behaviour Mini
65.7Score 5Gemini-3-Flash
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Gemini-3-FlashInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 65.7 | 56.3 | 61 | |
| Gemini-2.5-ProInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 42.2 | 29.1 | 35.7 | |
| Symbolic-Input Qwen3-VL-4BInput Modality=Symbolic2026.06 | 36.3 | 24.1 | 30.2 | |
| GPT-5Input Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 33.3 | 29.1 | 31.2 | |
| Symbolic-Input Qwen3-VL-8BInput Modality=Symbolic2026.06 | 31.9 | 26.6 | 29.2 | |
| Gemini-2.5-FlashInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 27 | 22.1 | 24.5 | |
| MGSD-8BInput Modality=Visual, Task-specific training status=MGSD Trained2026.06 | 25 | 18.1 | 21.5 | |
| MGSD-4BInput Modality=Visual, Task-specific training status=MGSD Trained2026.06 | 20.6 | 13.1 | 16.8 | |
| Kimi-K2.5Input Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 16.2 | 16.6 | 16.4 | |
| Qwen3-VL-235B-A22B-InstructInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 13.2 | 15.6 | 14.4 | |
| Claude-4.5-HaikuInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 12.3 | 11.1 | 11.7 | |
| Qwen3-VL-32B-ThinkingInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 11.8 | 12.6 | 12.2 | |
| Qwen3-VL-4B-InstructInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 8.8 | 3.5 | 6.2 | |
| Qwen3-VL-8B-InstructInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 8.3 | 7 | 7.7 | |
| GPT-4oInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 5.9 | 9 | 7.5 | |
| Qwen2.5-VL-3B-InstructInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 2 | 1 | 1.5 | |
| InternVL3-8BInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 1.5 | 1 | 1.2 | |
| LLaVA-OneVision-7BInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 1 | 1 | 1 | |
| Qwen2.5-VL-7B-InstructInput Modality=Visual, Prompting Strategy=Prompt-only2026.06 | 1 | 0 | 0.5 |