# End-to-end Retrieval on MSMARCO (R@100, S@100, MRR@10)

Source: [End-to-end Retrieval on MSMARCO (R@100, S@100, MRR@10)](<https://www.sota2.com/research/sota/end-to-end-retrieval-on-msmarco-r-at-100-s-at-100-mrr-at-10>)

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

Data updated: 2026-03-24T12:54:43.976Z

Evaluation of end-to-end retrieval performance on the MSMARCO dataset, reporting Recall@100, Success@100, and Mean Reciprocal Rank at 10.

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.

| Scope | Recorded value |
| --- | --- |
| Task | End-to-end Retrieval |
| Dataset (including any stated split) | MSMARCO |
| Metric | Recall@100 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Recall@100](<https://www.sota2.com/research/sota/end-to-end-retrieval-on-msmarco-r-at-100-s-at-100-mrr-at-10.md?metric=Recall%40100>): Higher is better; unit: PERCENT.

- [Success@100](<https://www.sota2.com/research/sota/end-to-end-retrieval-on-msmarco-r-at-100-s-at-100-mrr-at-10.md?metric=Success%40100>): Higher is better; unit: PERCENT.

- [MRR@10](<https://www.sota2.com/research/sota/end-to-end-retrieval-on-msmarco-r-at-100-s-at-100-mrr-at-10.md?metric=MRR%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@100 | Result date | Report paper |
| --- | --- | --- | --- |
| GEM | 91.5 | Not recorded | 69c21a890636e5bf4afc482c |
| PLAID | 91.3 | Not recorded | 69c21a890636e5bf4afc482c |
| MUVERA | 90.2 | Not recorded | 69c21a890636e5bf4afc482c |
| IGP | 89.5 | Not recorded | 69c21a890636e5bf4afc482c |
| MVG | 89.5 | Not recorded | 69c21a890636e5bf4afc482c |
| DESSERT | 89 | Not recorded | 69c21a890636e5bf4afc482c |

### GEM

Recall@100: 91.5. Result ID: 69c288dc47f34ce924aa9b11.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

Recorded evaluation configuration: {"Latency (ms)":"140"}. This record does not assert independent reproduction.

### PLAID

Recall@100: 91.3. Result ID: 69c288dc47f34ce924aa9b0c.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c9e1e209131cea34fac.md>)

Recorded evaluation configuration: {"Latency (ms)":"352"}. This record does not assert independent reproduction.

### MUVERA

Recall@100: 90.2. Result ID: 69c288dc47f34ce924aa9b0e.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa736d1e209131cea5c6f6.md>)

Recorded evaluation configuration: {"Latency (ms)":"310"}. This record does not assert independent reproduction.

### IGP

Recall@100: 89.5. Result ID: 69c288dc47f34ce924aa9b0f.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

Recorded evaluation configuration: {"Latency (ms)":"340"}. This record does not assert independent reproduction.

### MVG

Recall@100: 89.5. Result ID: 69c288dc47f34ce924aa9b10.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

Recorded evaluation configuration: {"Latency (ms)":"360"}. This record does not assert independent reproduction.

### DESSERT

Recall@100: 89. Result ID: 69c288dc47f34ce924aa9b0d.

[Reporting paper](<https://www.sota2.com/research/paper/69c21a890636e5bf4afc482c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71071e209131cea4eb21.md>)

[Implementation](<https://github.com/ThirdAIResearch/Dessert>)

Recorded evaluation configuration: {"Latency (ms)":"344"}. This record does not assert independent reproduction.

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