SOTAVerified

Semantic Retrieval

Papers

Showing 8186 of 86 papers

TitleStatusHype
Multimodal semantic retrieval for product searchCode0
Variational Transformer: A Framework Beyond the Trade-off between Accuracy and Diversity for Image CaptioningCode0
AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic AnalysisCode0
If the Sources Could Talk: Evaluating Large Language Models for Research Assistance in HistoryCode0
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language ModelsCode0
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive BaselinesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human baselineSoft-F10.84Unverified
2k-NN with sentence n-grams, GPT-2 embeddings, fICASoft-F10.51Unverified
3DBTW, GPT-1 embeddings, fICASoft-F10.51Unverified
4LSA baselineSoft-F10.39Unverified
5Universal Sentence EncoderSoft-F10.38Unverified
6Sentence BERTSoft-F10.31Unverified