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swaps the order
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UShivani3 committed Jan 30, 2025
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20 changes: 10 additions & 10 deletions docs/regressions/regressions-rag24-doc-segmented-test.md
Original file line number Diff line number Diff line change
Expand Up @@ -68,27 +68,27 @@ bin/run.sh io.anserini.search.SearchCollection \
Evaluation can be performed using `trec_eval`:

```
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.20 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default.topics.rag24.test.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default.topics.rag24.test.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rm3.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rm3.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.20 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rm3.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rm3.topics.rag24.test.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rm3.topics.rag24.test.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rocchio.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rocchio.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.20 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rocchio.topics.rag24.test.txt
bin/trec_eval -c -m ndcg_cut.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rocchio.topics.rag24.test.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.rag24.test-umbrela-all.txt runs/run.msmarco-v2.1-doc-segmented.bm25-default+rocchio.topics.rag24.test.txt
```

## Effectiveness

With the above commands, you should be able to reproduce the following results:

| **R@100** | **BM25 (default)**| **+RM3** | **+Rocchio**|
| **nDCG@20** | **BM25 (default)**| **+RM3** | **+Rocchio**|
|:-------------------------------------------------------------------------------------------------------------|-----------|-----------|-----------|
| RAG 24: Test queries | 0.1395 | 0.1318 | 0.1384 |
| RAG 24: Test queries | 0.3198 | 0.3063 | 0.3196 |
| **nDCG@100** | **BM25 (default)**| **+RM3** | **+Rocchio**|
| RAG 24: Test queries | 0.2563 | 0.2410 | 0.2527 |
| **nDCG@20** | **BM25 (default)**| **+RM3** | **+Rocchio**|
| RAG 24: Test queries | 0.3198 | 0.3063 | 0.3196 |
| **R@100** | **BM25 (default)**| **+RM3** | **+Rocchio**|
| RAG 24: Test queries | 0.1395 | 0.1318 | 0.1384 |
32 changes: 16 additions & 16 deletions src/main/resources/regression/rag24-doc-segmented-test.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -13,9 +13,9 @@ index_stats:
total terms: 22707699649

metrics:
- metric: R@100
- metric: nDCG@20
command: bin/trec_eval
params: -c -m recall.100
params: -c -m ndcg_cut.20
separator: "\t"
parse_index: 2
metric_precision: 4
Expand All @@ -27,9 +27,9 @@ metrics:
parse_index: 2
metric_precision: 4
can_combine: false
- metric: nDCG@20
- metric: R@100
command: bin/trec_eval
params: -c -m ndcg_cut.20
params: -c -m recall.100
separator: "\t"
parse_index: 2
metric_precision: 4
Expand All @@ -47,29 +47,29 @@ models:
display: BM25 (default)
params: -bm25
results:
R@100:
- 0.1395
nDCG@100:
- 0.2563
nDCG@20:
- 0.3198
nDCG@100:
- 0.2563
R@100:
- 0.1395
- name: bm25-default+rm3
display: +RM3
params: -bm25 -rm3 -collection MsMarcoV2DocCollection
results:
R@100:
- 0.1318
nDCG@100:
- 0.2410
nDCG@20:
- 0.3063
nDCG@100:
- 0.2410
R@100:
- 0.1318
- name: bm25-default+rocchio
display: +Rocchio
params: -bm25 -rocchio -collection MsMarcoV2DocCollection
results:
R@100:
- 0.1384
nDCG@100:
- 0.2527
nDCG@20:
- 0.3196
nDCG@100:
- 0.2527
R@100:
- 0.1384

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