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Benchmarks
Topological Classification on SpatialEval US Boundaries
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97.3
PG-PG Topological Accuracy
SRL
31.052
48.251
65.45
82.649
Jun 3, 2026
PG-PG Topological Accuracy
PG-PG Validity Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
PG-PG Topological Accuracy
PG-PG Validity Rate
SRL
2026.06
97.3
-
SLM
2026.06
87.2
100
Llama-3.3-70B
2026.06
68.8
100
DeepSeek-R1-32B
2026.06
67.2
100
SpatialRGPT
2026.06
55.5
100
Qwen3-8B
Fine-tuning=true
2026.06
53.1
100
ChatGPT 5.1
In-Context Learning=true
2026.06
51.6
100
Qwen3-8B
2026.06
50
100
ChatGPT 5.1
2026.06
49.2
100
gemini-2.5-flash
Entity Naming=true
2026.06
39.1
93
GPT 5.1
Entity Naming=true
2026.06
39.1
89.9
gemini-2.5-flash
2026.06
33.6
100
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