Visual Grounding on VIEW2SPACE v1

69.34mIoU

Ours (Grounded CoT)

Updated 1mo ago

Evaluation Results

Method
Ours (Grounded CoT) 2026.03	69.34	70.92
Ours (CoT) 2026.03	49.77	52.34
Ours (Instruct-tuning) 2026.03	47.58	50.07
Qwen3-VL-4B 2026.03	16.53	18.72
Ours (Grounded CoT, Direct Answer at Test) 2026.03	16.35	11.5
Qwen3-VL-2B 2026.03	11.2	5.07
Qwen3-VL-8B 2026.03	10.05	7.37
GPT-5.2 2026.03	8.74	2.84
GPT-5 2026.03	8.18	3.43
GPT-5-mini 2026.03	7.42	2.77
GPT-4o 2026.03	3.6	0.56
GPT-5-nano 2026.03	2.89	0.87
DeepSeek-VL2-Small 2026.03	2.86	0.19
Qwen2.5-VL-7B 2026.03	2.68	0.32
Gemma-3-12B-it 2026.03	2.49	0.24
Random (frequency) 2026.03	2.01	0.27
Molmo2-8B 2026.03	1.51	0
Mantis-8B (SigLip) 2026.03	1.24	0.23
Molmo2-4B 2026.03	1.17	0.13
Openview 2026.03	1.08	0.3
Internvl2.5-8B 2026.03	0.79	0
Idefics2-8B 2026.03	0.39	0
Random (chance) 2026.03	0.22	0
MINDCUBE-Plain 2026.03	0.12	0
RoBobrain2.0 2026.03	0	0
Spatial-MLLM 2026.03	0	0
MINDCUBE-Aug 2026.03	0	0