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SOTA Geometric Reasoning benchmarks and papers with code | Wizwand
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Geometric Reasoning
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Geometry3K
VL-Cogito-7B + LEAD
Accuracy@1
69.1
42
16d ago
Geometry3K (test)
DAPO
Accuracy
40.93
22
24d ago
GeoAux-Bench Core (Total)
Gemini-2.5-Pro
Accuracy
83.16
21
1mo ago
GeoAux-Bench-Core Olympiad Junior
Qwen3-VL-235B-Thk.
Accuracy
95.17
21
1mo ago
GeoAux-Bench-Core Olympiad Senior
Qwen3-VL-235B-Thk.
Accuracy
89.45
21
1mo ago
GeoAux-Bench-Core Curriculum Junior
Gemini-2.5-Pro
Accuracy (%)
84.75
21
1mo ago
GeoAux-Bench-Core Curriculum Senior
Gemini-2.5-Pro
Accuracy
83.91
21
1mo ago
Geomverse-109
VisuoThink
Accuracy@1
28.9
15
1mo ago
GeoAux
LatentGeo
Overall Accuracy
34.6
13
1mo ago
Geo BBEH
CoT
Accuracy
45
12
25d ago
Geometry3K
PAPO_D
Avg@8 Accuracy
44.11
10
4d ago
BLINK Rel. Depth
ROBOALIGN (Ours)
Score
87.9
7
25d ago
OlympiadBench-Geo olympiad level
OpenAI-o3
Accuracy
77.68
6
22d ago
Geometry3K mid-school level
OpenAI-o3
Accuracy
81.03
6
22d ago
GeoQA mid-school level
Gemini-2.5-pro
Accuracy (GeoQA mid-school)
79.58
6
22d ago
GeomVerse
DATAPROPHET
Score
47
5
26d ago
Test mini
Qwen3-VL-7B-Instruct (GeoCode trained)
Accuracy
26.49
4
1mo ago
MathVerse plane-geometry
Qwen3-VL-7B-Instruct (GeoCode trained)
Accuracy
65.1
4
1mo ago
GeoQA
GeoSketch-Qwen2.5VL-7B
Accuracy
72.52
3
23d ago
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