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View-Conditioned Spatial Reasoning on ViewBench Text

100Accuracy

Target View (Oracle)

Updated 12d ago

Evaluation Results

Method	Links
Target View (Oracle) 2026.04		100
Target View (Oracle) 2026.04		100
Target View (Oracle) 2026.04		100
Backward-Nearest Token Warping 2026.04		81.73
Backward-Nearest Token Warping 2026.04		80.71
Backward-Adaptive Token Warping 2026.04		80.71
Backward-Adaptive Token Warping 2026.04		79.7
Backward-Adaptive Token Warping 2026.04		78.86
Backward-Adaptive Token Warping 2026.04		77.89
Backward-Nearest Token Warping 2026.04		76
Pixel-Wise Warping (Backward) 2026.04		75.63
Backward-Nearest Token Warping 2026.04		75.38
Backward-Nearest Token Warping 2026.04		74.87
Backward-Nearest Token Warping 2026.04		74.86
Pixel-Wise Warping (Backward) 2026.04		74.62
Backward-Adaptive Token Warping 2026.04		74.29
Pixel-Wise Warping (Forward) 2026.04		73.6
Backward-Adaptive Token Warping 2026.04		73.37
Pixel-Wise Warping (Forward) 2026.04		73.1
Pixel-Wise Warping (Backward) 2026.04		71.86
GenWarp 2026.04		71.07
Pixel-Wise Warping (Forward) 2026.04		70.85
VLM-3R 2026.04		70.56
GenWarp 2026.04		69.35
Pixel-Wise Warping (Forward) 2026.04		69.35
Pixel-Wise Warping (Backward) 2026.04		68.57
Pixel-Wise Warping (Backward) 2026.04		68.57
Pixel-Wise Warping (Backward) 2026.04		67.84
Pixel-Wise Warping (Forward) 2026.04		67.43
Forward Token Warping 2026.04		66.83
GenWarp 2026.04		66.29
Forward Token Warping 2026.04		65.48
Forward Token Warping 2026.04		64.47
VLM-3R 2026.04		63.82
Pixel-Wise Warping (Forward) 2026.04		62.86
VLM-3R 2026.04		60.57
Forward Token Warping 2026.04		60.57
Forward Token Warping 2026.04		60.3
Qwen2.5-VL 2026.04		59.39
Forward Token Warping 2026.04		54.86
SpatialReasoner 2026.04		53.71
SpatialReasoner 2026.04		53.3
ViLaSR 2026.04		52.28
Qwen2.5-VL 2026.04		52
ViLaSR 2026.04		48
SpatialReasoner 2026.04		46.73
Qwen2.5-VL 2026.04		46.23
ViLaSR 2026.04		44.22