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ResearchFormerly WizWand

Text Classification on SST-5, MRPC, QNLI, SWAG, IMDB, DBPedia, BoolQ (test) (OpenAI Embeddings)

83.5AccuracyKite
78.8280.03581.2582.465Sep 19, 2025
Updated 5mo ago

Evaluation results

MethodLinks
KiteModel=Claude-Haiku-4.5, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0983.5
KiteModel=GPT-5.2, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0982.9
CEILModel=Claude-Haiku-4.5, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0982.8
KNNModel=Claude-Haiku-4.5, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0982.3
KiteModel=GPT-4.1, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0982.2
CEILModel=GPT-5.2, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.7
KNNModel=GPT-5.2, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.6
KiteModel=GPT-4o-mini, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.3
KNNModel=GPT-4.1, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.2
CEILModel=GPT-4.1, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.2
BM25Model=Claude-Haiku-4.5, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0981.1
BM25Model=GPT-4.1, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0980.7
KNNModel=GPT-4o-mini, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0980.5
CEILModel=GPT-4o-mini, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0980.4
BM25Model=GPT-5.2, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0979.7
BM25Model=GPT-4o-mini, r=5, Text Embedding Model=text-embedding-3-large, Kernel Selection=Best across five kernels2025.0979