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Visually-Grounded Active View Selection on AVS-HM3D (val)

86.67Existence

No Action (Target view)

Updated 1mo ago

Evaluation Results

Method	Links
No Action (Target view) 2025.12		86.67	77.5	80	74.48	71.79	78.09
AVS Framework (RL) 2025.12		81.25	70	72.97	69.17	60	70.68
GPT-5 2025.12		76.67	54.62	65.95	65.83	60	64.91
AVS Framework (SFT+RL) 2025.12		74.58	71.54	73.78	70.83	62.78	70.7
Gemini-2.5-Pro 2025.12		74.17	59.23	60.81	64.17	60	63.67
SpatialReasoner 2025.12		70.42	50	47.3	37.5	40	49.04
Fine-EQA 2025.12		70	52.31	52.7	54.17	44.44	54.72
ViLaSR 2025.12		68.33	48.46	52.7	50	50	53.9
No Action (Query view) 2025.12		67.5	56.15	54.59	66.67	48.33	58.65
AVS Framework (SFT) 2025.12		67.5	70.77	62.16	66.67	55.56	64.53
Qwen2.5-VL-7B 2025.12		66.25	46.15	66.49	49.17	46.86	54.98