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Document Classification on SCOTUS

59.45Macro F1

Emb_CPE + MLP

Updated 1mo ago

Evaluation Results

Method	Links
Emb_CPE + MLP 2025.12		59.45	71.85
Emb_CPE + MLP 2025.12		57.85	68.07
Emb_ESimCSE + MLP 2025.12		57.73	67.85
Emb_SimCSE + MLP 2025.12		57.55	68.92
Emb_ESimCSE + MLP 2025.12		56.08	67.78
Emb_CPE + MLP 2025.12		54.56	66.78
Emb_ESimCSE + MLP 2025.12		52.12	64.07
Emb_SimCSE + MLP 2025.12		48.28	62.71
EmbCPE + MLP 2025.12		47.46	62.57
Emb_SimCSE + MLP 2025.12		45.5	61.14
Emb + MLP 2025.12		44.93	65.42
Emb + MLP 2025.12		40.6	61.79
EmbSimCSE + MLP 2025.12		36.82	52.64
EmbESimCSE + MLP 2025.12		35.33	53.35
Emb + MLP 2025.12		32.77	57.92
Emb + MLP 2025.12		27.35	50.28