# DNLI

Source: [DNLI](<https://www.sota2.com/research/dataset/dnli>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Natural Language Inference on MedNLI (test)](<https://www.sota2.com/research/sota/natural-language-inference-on-mednli-test.md>): Natural Language Inference; MedNLI (test).

- [Summarization on RadNLI (ROUGE-L)](<https://www.sota2.com/research/sota/summarization-on-radnli-rouge-l.md>): Summarization; RadNLI.

- [Natural Language Inference on RadNLI](<https://www.sota2.com/research/sota/natural-language-inference-on-radnli.md>): Natural Language Inference; RadNLI.

- [Natural Language Inference on MedNLI](<https://www.sota2.com/research/sota/natural-language-inference-on-mednli.md>): Natural Language Inference; MedNLI.

- [Ranking correlation with full dataset evaluation on DNLI](<https://www.sota2.com/research/sota/ranking-correlation-with-full-dataset-evaluation-on-dnli.md>): Ranking correlation with full dataset evaluation; DNLI.

- [Classification on MedNLI 200 random samples (test)](<https://www.sota2.com/research/sota/classification-on-mednli-200-random-samples-test.md>): Classification; MedNLI 200 random samples (test).

- [Document Classification on medNLI](<https://www.sota2.com/research/sota/document-classification-on-mednli.md>): Document Classification; medNLI.

- [Natural Language Inference on MedNLI (eval)](<https://www.sota2.com/research/sota/natural-language-inference-on-mednli-eval.md>): Natural Language Inference; MedNLI (eval).

- [Natural Language Inference on MedNLI Turkish](<https://www.sota2.com/research/sota/natural-language-inference-on-mednli-turkish.md>): Natural Language Inference; MedNLI Turkish.

- [Sentence Similarity on RadNLI (145 pairs)](<https://www.sota2.com/research/sota/sentence-similarity-on-radnli-145-pairs.md>): Sentence Similarity; RadNLI (145 pairs).