Geometric Reasoning

Benchmarks

Dataset Name	SOTA Method	Metric
Geometry3K	VL-Cogito-7B + LEAD	Accuracy@169.1	42	2mo ago
Geometry3K (test)		Accuracy40.93	22	2mo ago
GeoAux-Bench Core (Total)	Gemini-2.5-Pro	Accuracy83.16	21	2mo ago
GeoAux-Bench-Core Olympiad Junior	Qwen3-VL-235B-Thk.	Accuracy95.17	21	2mo ago
GeoAux-Bench-Core Olympiad Senior	Qwen3-VL-235B-Thk.	Accuracy89.45	21	2mo ago
GeoAux-Bench-Core Curriculum Junior	Gemini-2.5-Pro	Accuracy (%)84.75	21	2mo ago
GeoAux-Bench-Core Curriculum Senior	Gemini-2.5-Pro	Accuracy83.91	21	2mo ago
GeoQA	GeoSketch-Qwen2.5VL-7B	Accuracy72.52	15	22d ago
Geomverse-109	VisuoThink	Accuracy@128.9	15	3mo ago
Geo3K	NoisyRollout-7B	Accuracy55.2	13	2d ago
GeoAux	LatentGeo	Overall Accuracy34.6	13	2mo ago
Geo BBEH	CoT	Accuracy45	12	2mo ago
Geometry3K	PAPO_D	Avg@8 Accuracy44.11	10	1mo ago
BLINK Rel. Depth	ROBOALIGN (Ours)	Score87.9	7	2mo ago
OlympiadBench-Geo olympiad level		Accuracy77.68	6	2mo ago
Geometry3K mid-school level		Accuracy81.03	6	2mo ago
GeoQA mid-school level	Gemini-2.5-pro	Accuracy (GeoQA mid-school)79.58	6	2mo ago
GeomVerse	DATAPROPHET	Score47	5	2mo ago
GeoSym-Bench (test)	Qwen3-VL-8B + GeoSym	Accuracy (%)18.79	4	15d ago
Test mini	Qwen3-VL-7B-Instruct (GeoCode trained)	Accuracy26.49	4	3mo ago
MathVerse plane-geometry	Qwen3-VL-7B-Instruct (GeoCode trained)	Accuracy65.1	4	3mo ago
BBH Geometric Shapes		Accuracy53	3	1d ago

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