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ResearchFormerly WizWand

Text Classification on Ohsumed (Micro-F1)

77.52Micro-F1ModTGCN
38.426448.575758.72568.8743Apr 29, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ModTGCNEmbedding Type=Fine-tuned SBERT (F)2026.0477.52
ModTGCN(F)Embedding Setting=Fine-tuned2026.0477.52
ModTGCNEmbedding Type=Fine-tuned SBERT (F), Warmup=true2026.0476.34
Linear ProbingEmbedding Type=Fine-tuned SBERT (F)2026.0474.76
LREmbedding Type=Fine-tuned SBERT (F)2026.0474.65
BertGCNDescription=Co-trained BERT with TextGCN2026.0472.8
ModTGCNEmbedding Type=Pre-trained SBERT (P)2026.0471.97
ModTGCN(P)Embedding Setting=Pre-trained2026.0471.97
LREmbedding Type=Pre-trained SBERT (P)2026.0471.3
TensorGCN2026.0470.11
Linear ProbingEmbedding Type=Pre-trained SBERT (P)2026.0469.87
WCTextGCN2026.0468.52
TextGCN2026.0468.36
U-TextGCN2026.0468.24
ChatGPTEvaluation Protocol=Few-shot, k=22026.0447.05
ChatGPTEvaluation Protocol=Few-shot, k=52026.0445.39
ChatGPTEvaluation Protocol=Zero-shot2026.0439.93