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lintool committed Sep 15, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -79,23 +79,23 @@ bin/run.sh io.anserini.search.SearchFlatDenseVectors \
Evaluation can be performed using `trec_eval`:

```bash
bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m map tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
```

## Effectiveness

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

| **nDCG@10** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.4287 |
| **AP@1000** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.3716 |
| **RR@10** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.3658 |
| **R@100** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.8935 |
| **R@1000** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.9786 |

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Expand Up @@ -78,23 +78,23 @@ bin/run.sh io.anserini.search.SearchFlatDenseVectors \
Evaluation can be performed using `trec_eval`:

```bash
bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m map tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-flat-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
```

## Effectiveness

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

| **nDCG@10** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.4287 |
| **AP@1000** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.3716 |
| **RR@10** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.3658 |
| **R@100** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.8935 |
| **R@1000** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.9786 |

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Original file line number Diff line number Diff line change
Expand Up @@ -84,23 +84,23 @@ bin/run.sh io.anserini.search.SearchHnswDenseVectors \
Evaluation can be performed using `trec_eval`:

```bash
bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m map tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-int8-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
```

## Effectiveness

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

| **nDCG@10** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.429 |
| **AP@1000** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.372 |
| **RR@10** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.366 |
| **R@100** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.893 |
| **R@1000** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.979 |

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Original file line number Diff line number Diff line change
Expand Up @@ -82,23 +82,23 @@ bin/run.sh io.anserini.search.SearchHnswDenseVectors \
Evaluation can be performed using `trec_eval`:

```bash
bin/trec_eval -c -m ndcg_cut.10 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m map tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -M 10 -m recip_rank tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.100 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
bin/trec_eval -c -m recall.1000 tools/topics-and-qrels/qrels.msmarco-passage.dev-subset.txt runs/run.msmarco-passage-cohere-embed-english-v3.0.cohere-embed-english-v3.0-hnsw-cached.topics.msmarco-passage.dev-subset.cohere-embed-english-v3.0.jsonl.txt
```

## Effectiveness

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

| **nDCG@10** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.429 |
| **AP@1000** | **cohere-embed-english-v3.0**|
|:-------------------------------------------------------------------------------------------------------------|-----------|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.372 |
| **RR@10** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.366 |
| **R@100** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.893 |
| **R@1000** | **cohere-embed-english-v3.0**|
| [MS MARCO Passage: Dev](https://github.com/microsoft/MSMARCO-Passage-Ranking) | 0.979 |

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2 changes: 1 addition & 1 deletion tools

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