Datasets:
dataset stringclasses 13
values | domain stringclasses 12
values | date timestamp[s]date 2026-07-13 19:07:51 2026-07-14 04:32:07 | n_docs int64 2k 17.5k | n_queries int64 49 2.12k | config null | chunker null | embedder stringclasses 5
values | ndcg_at_10 float64 0.25 1 | mrr_at_10 float64 0.28 1 | recall_at_10 float64 0.01 1 | source_path stringclasses 13
values | chunking stringclasses 4
values | system stringclasses 11
values | ndcg@10 float64 0.25 1 | ndcg@10_ci_lower float64 0.22 1 | ndcg@10_ci_upper float64 0.28 1 | la_ndcg@10 float64 0.25 1 | recall@10 float64 0.01 1 | mrr float64 0.28 1 | map float64 0.01 0.99 | latency_ms float64 0.04 550 | p_value_vs_bm25 float64 0 1 ⌀ | significant_vs_bm25 bool 2
classes | cohens_d_vs_bm25 float64 0.02 1.75 ⌀ | embed_tokens int64 0 4.86M ⌀ | embed_cost_usd float64 0 0.1 ⌀ | chunker_kind stringclasses 1
value | embedder_model stringclasses 1
value | retriever stringclasses 2
values | reranker stringclasses 1
value | rerank_degenerate_rate float64 0 0 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4193 | 0.3282 | 0.708 | results/arguana/chunking_results.json | fixed_512 | BM25 | 0.4193 | 0.3882 | 0.448 | 0.4193 | 0.708 | 0.3282 | 0.3282 | 28.88 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4193 | 0.3282 | 0.708 | results/arguana/chunking_results.json | fixed_512 | BM25+Rerank | 0.4193 | 0.3882 | 0.448 | 0.4193 | 0.708 | 0.3282 | 0.3282 | 351.69 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5655 | 0.4561 | 0.908 | results/arguana/chunking_results.json | fixed_512 | Dense-openai | 0.5655 | 0.541 | 0.5919 | 0.5655 | 0.908 | 0.4561 | 0.4561 | 0.05 | 0 | true | 0.4624 | 525,938 | 0.010519 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5655 | 0.4561 | 0.908 | results/arguana/chunking_results.json | fixed_512 | Dense-openai+Rerank | 0.5655 | 0.541 | 0.5919 | 0.5655 | 0.908 | 0.4561 | 0.4561 | 288.04 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.598 | 0.4879 | 0.936 | results/arguana/chunking_results.json | fixed_512 | Dense-bge-small | 0.598 | 0.574 | 0.6222 | 0.598 | 0.936 | 0.4879 | 0.4879 | 0.05 | 0 | true | 0.582 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.598 | 0.4879 | 0.936 | results/arguana/chunking_results.json | fixed_512 | Dense-bge-small+Rerank | 0.598 | 0.574 | 0.6222 | 0.598 | 0.936 | 0.4879 | 0.4879 | 301.51 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.5363 | 0.4261 | 0.88 | results/arguana/chunking_results.json | fixed_512 | Dense-e5-small | 0.5363 | 0.5109 | 0.5607 | 0.5363 | 0.88 | 0.4261 | 0.4261 | 0.06 | 0 | true | 0.3686 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.5363 | 0.4261 | 0.88 | results/arguana/chunking_results.json | fixed_512 | Dense-e5-small+Rerank | 0.5363 | 0.5109 | 0.5607 | 0.5363 | 0.88 | 0.4261 | 0.4261 | 315.24 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4156 | 0.3245 | 0.702 | results/arguana/chunking_results.json | sentence | BM25 | 0.4156 | 0.3861 | 0.4443 | 0.4156 | 0.702 | 0.3245 | 0.3245 | 76.04 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4156 | 0.3245 | 0.702 | results/arguana/chunking_results.json | sentence | BM25+Rerank | 0.4156 | 0.3861 | 0.4443 | 0.4156 | 0.702 | 0.3245 | 0.3245 | 377.49 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5709 | 0.461 | 0.914 | results/arguana/chunking_results.json | sentence | Dense-openai | 0.5709 | 0.5467 | 0.5966 | 0.5709 | 0.914 | 0.461 | 0.461 | 0.07 | 0 | true | 0.4971 | 526,917 | 0.010538 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5709 | 0.461 | 0.914 | results/arguana/chunking_results.json | sentence | Dense-openai+Rerank | 0.5709 | 0.5467 | 0.5966 | 0.5709 | 0.914 | 0.461 | 0.461 | 294.41 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.5571 | 0.4462 | 0.902 | results/arguana/chunking_results.json | sentence | Dense-bge-small | 0.5571 | 0.5315 | 0.5827 | 0.5571 | 0.902 | 0.4462 | 0.4462 | 0.09 | 0 | true | 0.4543 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.5571 | 0.4462 | 0.902 | results/arguana/chunking_results.json | sentence | Dense-bge-small+Rerank | 0.5571 | 0.5315 | 0.5827 | 0.5571 | 0.902 | 0.4462 | 0.4462 | 300.23 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.4919 | 0.3807 | 0.846 | results/arguana/chunking_results.json | sentence | Dense-e5-small | 0.4919 | 0.4652 | 0.5172 | 0.4919 | 0.846 | 0.3807 | 0.3807 | 0.08 | 0 | true | 0.2389 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.4919 | 0.3807 | 0.846 | results/arguana/chunking_results.json | sentence | Dense-e5-small+Rerank | 0.4919 | 0.4652 | 0.5172 | 0.4919 | 0.846 | 0.3807 | 0.3807 | 313.47 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4342 | 0.3437 | 0.72 | results/arguana/chunking_results.json | recursive | BM25 | 0.4342 | 0.403 | 0.4628 | 0.4342 | 0.72 | 0.3437 | 0.3437 | 33.67 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.4342 | 0.3437 | 0.72 | results/arguana/chunking_results.json | recursive | BM25+Rerank | 0.4342 | 0.403 | 0.4628 | 0.4342 | 0.72 | 0.3437 | 0.3437 | 357.08 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5692 | 0.4601 | 0.91 | results/arguana/chunking_results.json | recursive | Dense-openai | 0.5692 | 0.5445 | 0.5964 | 0.5692 | 0.91 | 0.4601 | 0.4601 | 0.04 | 0 | true | 0.425 | 529,049 | 0.010581 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5692 | 0.4601 | 0.91 | results/arguana/chunking_results.json | recursive | Dense-openai+Rerank | 0.5692 | 0.5445 | 0.5964 | 0.5692 | 0.91 | 0.4601 | 0.4601 | 305.53 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.5988 | 0.4889 | 0.936 | results/arguana/chunking_results.json | recursive | Dense-bge-small | 0.5988 | 0.5751 | 0.6228 | 0.5988 | 0.936 | 0.4889 | 0.4889 | 0.08 | 0 | true | 0.5329 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.5988 | 0.4889 | 0.936 | results/arguana/chunking_results.json | recursive | Dense-bge-small+Rerank | 0.5988 | 0.5751 | 0.6228 | 0.5988 | 0.936 | 0.4889 | 0.4889 | 315.75 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.5368 | 0.4261 | 0.882 | results/arguana/chunking_results.json | recursive | Dense-e5-small | 0.5368 | 0.5109 | 0.5617 | 0.5368 | 0.882 | 0.4261 | 0.4261 | 0.05 | 0 | true | 0.3216 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.5368 | 0.4261 | 0.882 | results/arguana/chunking_results.json | recursive | Dense-e5-small+Rerank | 0.5368 | 0.5109 | 0.5617 | 0.5368 | 0.882 | 0.4261 | 0.4261 | 323.72 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.3632 | 0.2795 | 0.632 | results/arguana/chunking_results.json | semantic | BM25 | 0.3632 | 0.332 | 0.3899 | 0.3632 | 0.632 | 0.2795 | 0.2795 | 206.59 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | none | 0.3632 | 0.2795 | 0.632 | results/arguana/chunking_results.json | semantic | BM25+Rerank | 0.3632 | 0.332 | 0.3899 | 0.3506 | 0.632 | 0.2795 | 0.2795 | 517.56 | 1 | false | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5033 | 0.3946 | 0.848 | results/arguana/chunking_results.json | semantic | Dense-openai | 0.5033 | 0.4787 | 0.5311 | 0.5033 | 0.848 | 0.3946 | 0.3946 | 0.14 | 0 | true | 0.4322 | 527,088 | 0.010542 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | openai | 0.5033 | 0.3946 | 0.848 | results/arguana/chunking_results.json | semantic | Dense-openai+Rerank | 0.5033 | 0.4787 | 0.5311 | 0.5033 | 0.848 | 0.3946 | 0.3946 | 299.52 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.4713 | 0.3687 | 0.8 | results/arguana/chunking_results.json | semantic | Dense-bge-small | 0.4713 | 0.4431 | 0.4994 | 0.4713 | 0.8 | 0.3687 | 0.3687 | 0.17 | 0 | true | 0.3257 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | bge-small | 0.4713 | 0.3687 | 0.8 | results/arguana/chunking_results.json | semantic | Dense-bge-small+Rerank | 0.4713 | 0.4431 | 0.4994 | 0.4713 | 0.8 | 0.3687 | 0.3687 | 304.13 | 0 | true | null | null | null | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.4278 | 0.3257 | 0.754 | results/arguana/chunking_results.json | semantic | Dense-e5-small | 0.4278 | 0.3989 | 0.4562 | 0.4278 | 0.754 | 0.3257 | 0.3257 | 0.2 | 0 | true | 0.1963 | 0 | 0 | null | null | null | null | null |
arguana | argumentation | 2026-07-13T20:46:16 | 1,999 | 500 | null | null | e5-small | 0.4278 | 0.3257 | 0.754 | results/arguana/chunking_results.json | semantic | Dense-e5-small+Rerank | 0.4278 | 0.3989 | 0.4562 | 0.4278 | 0.754 | 0.3257 | 0.3257 | 310.96 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.7319 | 0.7078 | 0.8079 | results/auslegalqa/chunking_results.json | fixed_512 | BM25 | 0.7319 | 0.7152 | 0.7485 | 0.7319 | 0.8079 | 0.7078 | 0.7078 | 5.52 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.7319 | 0.7078 | 0.8079 | results/auslegalqa/chunking_results.json | fixed_512 | BM25+Rerank | 0.7319 | 0.7152 | 0.7485 | 0.7319 | 0.8079 | 0.7078 | 0.7078 | 388.63 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.8157 | 0.7936 | 0.8851 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-openai | 0.8157 | 0.8004 | 0.8302 | 0.8157 | 0.8851 | 0.7936 | 0.7936 | 0.05 | 0 | true | 0.2238 | 650,355 | 0.013007 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.8157 | 0.7936 | 0.8851 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-openai+Rerank | 0.8157 | 0.8004 | 0.8302 | 0.8157 | 0.8851 | 0.7936 | 0.7936 | 377.93 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7713 | 0.7506 | 0.8362 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-bge-small | 0.7713 | 0.7544 | 0.7872 | 0.7713 | 0.8362 | 0.7506 | 0.7506 | 0.05 | 0 | true | 0.1003 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7713 | 0.7506 | 0.8362 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-bge-small+Rerank | 0.7713 | 0.7544 | 0.7872 | 0.7713 | 0.8362 | 0.7506 | 0.7506 | 337.57 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8244 | 0.8037 | 0.8894 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-e5-small | 0.8244 | 0.8094 | 0.8383 | 0.8244 | 0.8894 | 0.8037 | 0.8037 | 0.05 | 0 | true | 0.2491 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8244 | 0.8037 | 0.8894 | results/auslegalqa/chunking_results.json | fixed_512 | Dense-e5-small+Rerank | 0.8244 | 0.8094 | 0.8383 | 0.8244 | 0.8894 | 0.8037 | 0.8037 | 340.58 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.6881 | 0.6626 | 0.7693 | results/auslegalqa/chunking_results.json | sentence | BM25 | 0.6881 | 0.6706 | 0.7059 | 0.6881 | 0.7693 | 0.6626 | 0.6626 | 19.51 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.6881 | 0.6626 | 0.7693 | results/auslegalqa/chunking_results.json | sentence | BM25+Rerank | 0.6881 | 0.6706 | 0.7059 | 0.6881 | 0.7693 | 0.6626 | 0.6626 | 311.85 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.7926 | 0.7724 | 0.8569 | results/auslegalqa/chunking_results.json | sentence | Dense-openai | 0.7926 | 0.7768 | 0.8087 | 0.7926 | 0.8569 | 0.7724 | 0.7724 | 0.09 | 0 | true | 0.2638 | 649,706 | 0.012994 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.7926 | 0.7724 | 0.8569 | results/auslegalqa/chunking_results.json | sentence | Dense-openai+Rerank | 0.7926 | 0.7768 | 0.8087 | 0.7926 | 0.8569 | 0.7724 | 0.7724 | 366.23 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7638 | 0.7429 | 0.83 | results/auslegalqa/chunking_results.json | sentence | Dense-bge-small | 0.7638 | 0.7486 | 0.78 | 0.7638 | 0.83 | 0.7429 | 0.7429 | 0.07 | 0 | true | 0.1867 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7638 | 0.7429 | 0.83 | results/auslegalqa/chunking_results.json | sentence | Dense-bge-small+Rerank | 0.7638 | 0.7486 | 0.78 | 0.7638 | 0.83 | 0.7429 | 0.7429 | 359.65 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8106 | 0.7904 | 0.8748 | results/auslegalqa/chunking_results.json | sentence | Dense-e5-small | 0.8106 | 0.7959 | 0.8247 | 0.8106 | 0.8748 | 0.7904 | 0.7904 | 0.09 | 0 | true | 0.3146 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8106 | 0.7904 | 0.8748 | results/auslegalqa/chunking_results.json | sentence | Dense-e5-small+Rerank | 0.8106 | 0.7959 | 0.8247 | 0.8106 | 0.8748 | 0.7904 | 0.7904 | 371.75 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.7319 | 0.7078 | 0.8079 | results/auslegalqa/chunking_results.json | recursive | BM25 | 0.7319 | 0.7152 | 0.7485 | 0.7319 | 0.8079 | 0.7078 | 0.7078 | 7.7 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.7319 | 0.7078 | 0.8079 | results/auslegalqa/chunking_results.json | recursive | BM25+Rerank | 0.7319 | 0.7152 | 0.7485 | 0.7319 | 0.8079 | 0.7078 | 0.7078 | 342.45 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.8157 | 0.7937 | 0.8851 | results/auslegalqa/chunking_results.json | recursive | Dense-openai | 0.8157 | 0.8003 | 0.8303 | 0.8157 | 0.8851 | 0.7937 | 0.7937 | 0.06 | 0 | true | 0.2239 | 650,355 | 0.013007 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.8157 | 0.7937 | 0.8851 | results/auslegalqa/chunking_results.json | recursive | Dense-openai+Rerank | 0.8157 | 0.8003 | 0.8303 | 0.8157 | 0.8851 | 0.7937 | 0.7937 | 336.75 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7713 | 0.7506 | 0.8362 | results/auslegalqa/chunking_results.json | recursive | Dense-bge-small | 0.7713 | 0.7544 | 0.7872 | 0.7713 | 0.8362 | 0.7506 | 0.7506 | 0.08 | 0 | true | 0.1003 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.7713 | 0.7506 | 0.8362 | results/auslegalqa/chunking_results.json | recursive | Dense-bge-small+Rerank | 0.7713 | 0.7544 | 0.7872 | 0.7713 | 0.8362 | 0.7506 | 0.7506 | 463.8 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8244 | 0.8037 | 0.8894 | results/auslegalqa/chunking_results.json | recursive | Dense-e5-small | 0.8244 | 0.8094 | 0.8383 | 0.8244 | 0.8894 | 0.8037 | 0.8037 | 0.05 | 0 | true | 0.2491 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.8244 | 0.8037 | 0.8894 | results/auslegalqa/chunking_results.json | recursive | Dense-e5-small+Rerank | 0.8244 | 0.8094 | 0.8383 | 0.8244 | 0.8894 | 0.8037 | 0.8037 | 382.29 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.6595 | 0.6291 | 0.7566 | results/auslegalqa/chunking_results.json | semantic | BM25 | 0.6595 | 0.6424 | 0.677 | 0.6595 | 0.7566 | 0.6291 | 0.6291 | 57.19 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | none | 0.6595 | 0.6291 | 0.7566 | results/auslegalqa/chunking_results.json | semantic | BM25+Rerank | 0.6595 | 0.6424 | 0.677 | 0.6595 | 0.7566 | 0.6291 | 0.6291 | 473.16 | 1 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.7653 | 0.7434 | 0.8343 | results/auslegalqa/chunking_results.json | semantic | Dense-openai | 0.7653 | 0.7495 | 0.782 | 0.7653 | 0.8343 | 0.7434 | 0.7434 | 0.13 | 0 | true | 0.2604 | 648,092 | 0.012962 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | openai | 0.7653 | 0.7434 | 0.8343 | results/auslegalqa/chunking_results.json | semantic | Dense-openai+Rerank | 0.7653 | 0.7495 | 0.782 | 0.7653 | 0.8343 | 0.7434 | 0.7434 | 362.93 | 0 | true | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.6665 | 0.6453 | 0.7345 | results/auslegalqa/chunking_results.json | semantic | Dense-bge-small | 0.6665 | 0.6484 | 0.6857 | 0.6665 | 0.7345 | 0.6453 | 0.6453 | 0.12 | 0.398 | false | 0.0161 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | bge-small | 0.6665 | 0.6453 | 0.7345 | results/auslegalqa/chunking_results.json | semantic | Dense-bge-small+Rerank | 0.6665 | 0.6484 | 0.6857 | 0.6665 | 0.7345 | 0.6453 | 0.6453 | 447.85 | 0.398 | false | null | null | null | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.7643 | 0.7428 | 0.8324 | results/auslegalqa/chunking_results.json | semantic | Dense-e5-small | 0.7643 | 0.7482 | 0.7808 | 0.7643 | 0.8324 | 0.7428 | 0.7428 | 0.15 | 0 | true | 0.2576 | 0 | 0 | null | null | null | null | null |
auslegalqa | legal | 2026-07-14T00:57:34 | 2,099 | 2,124 | null | null | e5-small | 0.7643 | 0.7428 | 0.8324 | results/auslegalqa/chunking_results.json | semantic | Dense-e5-small+Rerank | 0.7643 | 0.7482 | 0.7808 | 0.7643 | 0.8324 | 0.7428 | 0.7428 | 304.91 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6507 | 0.8186 | 0.3637 | results/dbpedia-entity/chunking_results.json | fixed_512 | BM25 | 0.6507 | 0.6184 | 0.683 | 0.6507 | 0.3637 | 0.8186 | 0.321 | 10.2 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6507 | 0.8186 | 0.3637 | results/dbpedia-entity/chunking_results.json | fixed_512 | BM25+Rerank | 0.6507 | 0.6184 | 0.683 | 0.6507 | 0.3637 | 0.8186 | 0.321 | 72.57 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.86 | 0.966 | 0.5068 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-openai | 0.86 | 0.8424 | 0.8794 | 0.86 | 0.5068 | 0.966 | 0.4729 | 0.17 | 0 | true | 0.7619 | 1,181,897 | 0.023638 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.86 | 0.966 | 0.5068 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-openai+Rerank | 0.86 | 0.8424 | 0.8794 | 0.86 | 0.5068 | 0.966 | 0.4729 | 66.41 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8232 | 0.9354 | 0.4681 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-bge-small | 0.8232 | 0.8025 | 0.8467 | 0.8232 | 0.4681 | 0.9354 | 0.4344 | 0.13 | 0 | true | 0.5989 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8232 | 0.9354 | 0.4681 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-bge-small+Rerank | 0.8232 | 0.8025 | 0.8467 | 0.8232 | 0.4681 | 0.9354 | 0.4344 | 66.42 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8652 | 0.96 | 0.5044 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-e5-small | 0.8652 | 0.8479 | 0.8841 | 0.8652 | 0.5044 | 0.96 | 0.4667 | 0.16 | 0 | true | 0.7829 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8652 | 0.96 | 0.5044 | results/dbpedia-entity/chunking_results.json | fixed_512 | Dense-e5-small+Rerank | 0.8652 | 0.8479 | 0.8841 | 0.8652 | 0.5044 | 0.96 | 0.4667 | 67.53 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6437 | 0.8099 | 0.361 | results/dbpedia-entity/chunking_results.json | sentence | BM25 | 0.6437 | 0.6118 | 0.6766 | 0.6437 | 0.361 | 0.8099 | 0.316 | 11.9 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6437 | 0.8099 | 0.361 | results/dbpedia-entity/chunking_results.json | sentence | BM25+Rerank | 0.6437 | 0.6118 | 0.6766 | 0.6437 | 0.361 | 0.8099 | 0.316 | 74.16 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8553 | 0.9655 | 0.5004 | results/dbpedia-entity/chunking_results.json | sentence | Dense-openai | 0.8553 | 0.8377 | 0.8743 | 0.8553 | 0.5004 | 0.9655 | 0.4684 | 0.2 | 0 | true | 0.7698 | 1,183,329 | 0.023667 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8553 | 0.9655 | 0.5004 | results/dbpedia-entity/chunking_results.json | sentence | Dense-openai+Rerank | 0.8553 | 0.8377 | 0.8743 | 0.8553 | 0.5004 | 0.9655 | 0.4684 | 64.54 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8211 | 0.9337 | 0.4659 | results/dbpedia-entity/chunking_results.json | sentence | Dense-bge-small | 0.8211 | 0.8001 | 0.8446 | 0.8211 | 0.4659 | 0.9337 | 0.4319 | 0.2 | 0 | true | 0.6137 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8211 | 0.9337 | 0.4659 | results/dbpedia-entity/chunking_results.json | sentence | Dense-bge-small+Rerank | 0.8211 | 0.8001 | 0.8446 | 0.8211 | 0.4659 | 0.9337 | 0.4319 | 65.34 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8419 | 0.952 | 0.4864 | results/dbpedia-entity/chunking_results.json | sentence | Dense-e5-small | 0.8419 | 0.8229 | 0.8623 | 0.8419 | 0.4864 | 0.952 | 0.4427 | 0.21 | 0 | true | 0.7112 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8419 | 0.952 | 0.4864 | results/dbpedia-entity/chunking_results.json | sentence | Dense-e5-small+Rerank | 0.8419 | 0.8229 | 0.8623 | 0.8419 | 0.4864 | 0.952 | 0.4427 | 64.09 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6507 | 0.8186 | 0.3637 | results/dbpedia-entity/chunking_results.json | recursive | BM25 | 0.6507 | 0.6184 | 0.683 | 0.6507 | 0.3637 | 0.8186 | 0.321 | 10.67 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6507 | 0.8186 | 0.3637 | results/dbpedia-entity/chunking_results.json | recursive | BM25+Rerank | 0.6507 | 0.6184 | 0.683 | 0.6507 | 0.3637 | 0.8186 | 0.321 | 72.13 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8604 | 0.9662 | 0.5069 | results/dbpedia-entity/chunking_results.json | recursive | Dense-openai | 0.8604 | 0.8427 | 0.8798 | 0.8604 | 0.5069 | 0.9662 | 0.4735 | 0.17 | 0 | true | 0.7637 | 1,185,121 | 0.023702 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8604 | 0.9662 | 0.5069 | results/dbpedia-entity/chunking_results.json | recursive | Dense-openai+Rerank | 0.8604 | 0.8427 | 0.8798 | 0.8604 | 0.5069 | 0.9662 | 0.4735 | 64.04 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8236 | 0.9354 | 0.4682 | results/dbpedia-entity/chunking_results.json | recursive | Dense-bge-small | 0.8236 | 0.8029 | 0.8467 | 0.8236 | 0.4682 | 0.9354 | 0.4345 | 0.15 | 0 | true | 0.6005 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8236 | 0.9354 | 0.4682 | results/dbpedia-entity/chunking_results.json | recursive | Dense-bge-small+Rerank | 0.8236 | 0.8029 | 0.8467 | 0.8236 | 0.4682 | 0.9354 | 0.4345 | 61.53 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8652 | 0.96 | 0.5044 | results/dbpedia-entity/chunking_results.json | recursive | Dense-e5-small | 0.8652 | 0.8479 | 0.8841 | 0.8652 | 0.5044 | 0.96 | 0.4667 | 0.15 | 0 | true | 0.7829 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.8652 | 0.96 | 0.5044 | results/dbpedia-entity/chunking_results.json | recursive | Dense-e5-small+Rerank | 0.8652 | 0.8479 | 0.8841 | 0.8652 | 0.5044 | 0.96 | 0.4667 | 65.5 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6184 | 0.7959 | 0.3451 | results/dbpedia-entity/chunking_results.json | semantic | BM25 | 0.6184 | 0.5852 | 0.6524 | 0.6184 | 0.3451 | 0.7959 | 0.2987 | 22.77 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | none | 0.6184 | 0.7959 | 0.3451 | results/dbpedia-entity/chunking_results.json | semantic | BM25+Rerank | 0.6184 | 0.5852 | 0.6524 | 0.6184 | 0.3451 | 0.7959 | 0.2987 | 82.99 | 1 | false | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8459 | 0.9503 | 0.4993 | results/dbpedia-entity/chunking_results.json | semantic | Dense-openai | 0.8459 | 0.8263 | 0.8657 | 0.8459 | 0.4993 | 0.9503 | 0.4615 | 0.32 | 0 | true | 0.8137 | 1,184,180 | 0.023684 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | openai | 0.8459 | 0.9503 | 0.4993 | results/dbpedia-entity/chunking_results.json | semantic | Dense-openai+Rerank | 0.8459 | 0.8263 | 0.8657 | 0.8459 | 0.4993 | 0.9503 | 0.4615 | 63.15 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8251 | 0.9436 | 0.4746 | results/dbpedia-entity/chunking_results.json | semantic | Dense-bge-small | 0.8251 | 0.8047 | 0.8469 | 0.8251 | 0.4746 | 0.9436 | 0.4332 | 0.29 | 0 | true | 0.7216 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | bge-small | 0.8251 | 0.9436 | 0.4746 | results/dbpedia-entity/chunking_results.json | semantic | Dense-bge-small+Rerank | 0.8251 | 0.8047 | 0.8469 | 0.8251 | 0.4746 | 0.9436 | 0.4332 | 63.97 | 0 | true | null | null | null | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.7918 | 0.9309 | 0.4441 | results/dbpedia-entity/chunking_results.json | semantic | Dense-e5-small | 0.7918 | 0.7685 | 0.8156 | 0.7918 | 0.4441 | 0.9309 | 0.4 | 0.45 | 0 | true | 0.5866 | 0 | 0 | null | null | null | null | null |
dbpedia-entity | encyclopedic | 2026-07-14T03:17:16 | 14,877 | 400 | null | null | e5-small | 0.7918 | 0.9309 | 0.4441 | results/dbpedia-entity/chunking_results.json | semantic | Dense-e5-small+Rerank | 0.7918 | 0.7685 | 0.8156 | 0.7918 | 0.4441 | 0.9309 | 0.4 | 63.83 | 0 | true | null | null | null | null | null | null | null | null |
fever | fact_checking | 2026-07-14T04:09:12 | 2,000 | 500 | null | null | none | 0.9494 | 0.9598 | 0.9686 | results/fever/chunking_results.json | fixed_512 | BM25 | 0.9494 | 0.9334 | 0.963 | 0.9494 | 0.9686 | 0.9598 | 0.9346 | 1.64 | 1 | false | null | null | null | null | null | null | null | null |
fever | fact_checking | 2026-07-14T04:09:12 | 2,000 | 500 | null | null | none | 0.9494 | 0.9598 | 0.9686 | results/fever/chunking_results.json | fixed_512 | BM25+Rerank | 0.9494 | 0.9334 | 0.963 | 0.9494 | 0.9686 | 0.9598 | 0.9346 | 273.09 | 1 | false | null | null | null | null | null | null | null | null |
fever | fact_checking | 2026-07-14T04:09:12 | 2,000 | 500 | null | null | openai | 0.9851 | 0.997 | 0.9862 | results/fever/chunking_results.json | fixed_512 | Dense-openai | 0.9851 | 0.9786 | 0.9914 | 0.9851 | 0.9862 | 0.997 | 0.9781 | 0.05 | 0 | true | 0.2806 | 302,725 | 0.006054 | null | null | null | null | null |
fever | fact_checking | 2026-07-14T04:09:12 | 2,000 | 500 | null | null | openai | 0.9851 | 0.997 | 0.9862 | results/fever/chunking_results.json | fixed_512 | Dense-openai+Rerank | 0.9851 | 0.9786 | 0.9914 | 0.9851 | 0.9862 | 0.997 | 0.9781 | 275.45 | 0 | true | null | null | null | null | null | null | null | null |
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RetrievalBench Result Artifacts
RetrievalBench evaluates document chunking and embedding-model choice as interacting variables in cross-domain retrieval.
This dataset repository contains the released result artifacts for the RetrievalBench experiments. The benchmark studies how retrieval quality changes when the same source documents are indexed with different chunking strategies and retrieved with different embedding models.
What Is Included
The archive retrievalbench-datasets.zip contains the full results/ tree from the RetrievalBench repository, including:
- Per-dataset aggregate retrieval results
- CSI/ESI summary results
- Retained ranked-list sidecars
- Earlier full-corpus and exploratory outputs
The main aggregate artifacts follow this layout:
results/<dataset>/chunking_results.json
results/csi
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