bm25s
Repo for storing evaluation results of the bm25s
implementation in MTEB. BM25 acts as a competitive hard-to-beat baseline.
Note that this repository does not contain the model implementation, but you can fetch the implementation in MTEB using:
import mteb
task = mteb.get_benchmark("RTEB(beta)") # the v2 English benchmark
model = mteb.get_model("mteb/baseline-bm25s")
results = mteb.evaluate(model, task)
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support
Spaces using mteb/baseline-bm25s 8
mteb/leaderboard
🥇
maxpar1/leaderboard
🥇
kiedistv/leaderboard
🥇
malyvena/leaderboard
🥇
HuggingLLM/leaderboard
Evaluation results
- BRIGHT V1 1 on mteb/BRIGHT View evaluation results source leaderboard
- BrightAopsRetrieval Default Standard on mteb/BRIGHT View evaluation results source leaderboard
4.98 * - BrightAopsRetrieval on mteb/BRIGHT View evaluation results source leaderboard
4.98 * - BrightBiologyLongRetrieval Default Long on mteb/BRIGHT View evaluation results source leaderboard
9.55 * - BrightBiologyLongRetrieval on mteb/BRIGHT View evaluation results source leaderboard
9.55 * - BrightBiologyRetrieval Default Standard on mteb/BRIGHT View evaluation results source leaderboard
7.74 * - BrightBiologyRetrieval on mteb/BRIGHT View evaluation results source leaderboard
7.74 * - BrightEarthScienceLongRetrieval Default Long on mteb/BRIGHT View evaluation results source leaderboard
17.82 *