ML Research Wiki / Benchmarks / Semantic Retrieval / Contract Discovery

Contract Discovery

Semantic Retrieval Benchmark

Performance Over Time

📊 Showing 6 results | 📏 Metric: Soft-F1

Top Performing Models

Rank Model Paper Soft-F1 Date Code
1 Human baseline Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines 0.84 2019-11-10 📦 applicaai/contract-discovery
2 k-NN with sentence n-grams, GPT-2 embeddings, fICA Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines 0.51 2019-11-10 📦 applicaai/contract-discovery
3 DBTW, GPT-1 embeddings, fICA Dynamic Boundary Time Warping for Sub-sequence Matching with Few Examples 0.51 2020-10-27 -
4 LSA baseline Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines 0.39 2019-11-10 📦 applicaai/contract-discovery
5 Universal Sentence Encoder Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines 0.38 2019-11-10 📦 applicaai/contract-discovery
6 Sentence BERT Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines 0.31 2019-11-10 📦 applicaai/contract-discovery

All Papers (6)

applicaai/contract-discovery
applicaai/contract-discovery
applicaai/contract-discovery
applicaai/contract-discovery
applicaai/contract-discovery