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SG-DT parsing on NormBench (Random split)

100Done RateHeuristic Attach
63.75673.165582.57591.9845Jun 8, 2026

Evaluation results

MethodLinks
Heuristic AttachModel Category=Trainable Baselines2026.0610017.398.740.8409100062.7825.683.831.14
Neural Biaffine ParserModel Category=Trainable Baselines2026.0610019.269.370.8287100067.228.1384.012.27
Constrained DecoderModel Category=Trainable Baselines2026.0610019.269.290.8294100067.1728.0284.012.27
GPT-5.2 (2025-12-11)Model Category=Closed Frontier (General)2026.0684.1142.0421.50.686679.2920.7162.9147.0677.5756.87
Gemini-3-Pro-previewModel Category=Closed Frontier (General)2026.0682.8145.1924.620.657277.2822.7264.3450.2876.0454.52
Qwen3-235B-A22B-thinkingModel Category=Open / Open-Weight (General)2026.0681.7840.920.160.703173.3926.5262.3947.2974.3148.79
DeepSeek-V3.2Model Category=Open / Open-Weight (General)2026.0678.6242.3423.010.678873.526.4159.7347.5173.1561.5
Claude-Opus-4.5Model Category=Closed Frontier (General)2026.0676.6742.8522.830.680670.729.1159.1547.871.5264
LawGPTModel Category=Legal-Domain LLMs2026.0676.315.774.810.896560.5637.2141.2220.7459.367.36
GLM-4.7Model Category=Open / Open-Weight (General)2026.0674.7238.5620.720.708768.7131.256.4742.5167.5847.35
ChatLawModel Category=Legal-Domain LLMs2026.0672.4918.044.650.889669.2630.7443.3422.5557.90.65
LegalOne-8BModel Category=Legal-Domain LLMs2026.0665.1515.142.660.922254.5544.835.0415.8254.5329.39