Share your thoughts, 1 month free Claude Pro on usSee more

Entity Matching on Bikes

95.5F1 Score

DITTO

Updated 25d ago

Evaluation Results

Method	Links
DITTO 2026.06		95.5
DITTO 2026.06		95.5
Deepmatch Hybrid 2026.06		87.7
Deepmatch Hybrid 2026.06		87.7
FlexTab-Match 2026.06		86.8
FlexTab-Match 2026.06		86.8
Deepmatch RNN 2026.06		86
FlexTab 2026.06		84.3
FlexTab 2026.06		84.3
TabICL 2026.06		82.4
TabICL 2026.06		82.4
TabICL (TF-IDF) 2026.06		82.4
ConTextTab 2026.06		82.3
ConTextTab 2026.06		82.3
Deepmatch Attn 2026.06		82.1
TabPFN 2026.06		81.8
TabPFN 2026.06		81.8
TabPFN (TF-IDF) 2026.06		79.6
NGramHash Embeddings 2026.06		69.8
NGramHash Embeddings 2026.06		69.8
FlexTab Embeddings 2026.06		54.4
FlexTab Embeddings 2026.06		54.4
TabPFN Embeddings 2026.06		50.8
TabPFN Embeddings 2026.06		50.8
Skrub Embeddings 2026.06		47.6
Deepmatch SIF 2026.06		0