# Open-Book Question Answering on RealtimeQA December 16, 2022

Source: [Open-Book Question Answering on RealtimeQA December 16, 2022](<https://www.sota2.com/research/sota/open-book-question-answering-on-realtimeqa-december-16-2022>)

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

Data updated: 2026-02-26T05:41:34.753Z

Evaluation of model performance on the specific December 16, 2022 version of the RealtimeQA dataset for Open-Book Question Answering, measured by EM and F1 scores.

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 | Open-Book Question Answering |
| Dataset (including any stated split) | RealtimeQA December 16, 2022 |
| Metric | EM |
| 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

- [EM](<https://www.sota2.com/research/sota/open-book-question-answering-on-realtimeqa-december-16-2022.md?metric=EM>): Higher is better; unit: PERCENT.

- [F1](<https://www.sota2.com/research/sota/open-book-question-answering-on-realtimeqa-december-16-2022.md?metric=F1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | EM | Result date | Report paper |
| --- | --- | --- | --- |
| GPT-3 | 55 | Not recorded | 68fa6fde1e209131cea47c3f |
| TempT5-L | 48.3 | Not recorded | 68fa6fde1e209131cea47c3f |
| RAG | 35 | Not recorded | 68fa6fde1e209131cea47c3f |
| GPT-3 | 17.2 | Not recorded | 68fa6fde1e209131cea47c3f |
| TempT5-L | 10.3 | Not recorded | 68fa6fde1e209131cea47c3f |
| RAG | 0 | Not recorded | 68fa6fde1e209131cea47c3f |

### GPT-3

EM: 55. Result ID: 6990efc03a6c314849046ccc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

Recorded evaluation configuration: {"Retrieval":"GCS","External Result":"RealtimeQA Leaderboard"}. This record does not assert independent reproduction.

### TempT5-L

EM: 48.3. Result ID: 6990efc03a6c314849046ccd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

[Implementation](<https://github.com/DAMO-NLP-SG/TempReason>)

Recorded evaluation configuration: {"Retrieval":"GCS"}. This record does not assert independent reproduction.

### RAG

EM: 35. Result ID: 6990efc03a6c314849046cce.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

Recorded evaluation configuration: {"Retrieval":"GCS","External Result":"RealtimeQA Leaderboard"}. This record does not assert independent reproduction.

### GPT-3

EM: 17.2. Result ID: 6990efc03a6c314849046ccf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

Recorded evaluation configuration: {"Retrieval":"DPR","External Result":"RealtimeQA Leaderboard"}. This record does not assert independent reproduction.

### TempT5-L

EM: 10.3. Result ID: 6990efc03a6c314849046cd0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

[Implementation](<https://github.com/DAMO-NLP-SG/TempReason>)

Recorded evaluation configuration: {"Retrieval":"DPR"}. This record does not assert independent reproduction.

### RAG

EM: 0. Result ID: 6990efc03a6c314849046cd1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fde1e209131cea47c3f.md>)

Recorded evaluation configuration: {"Retrieval":"DPR","External Result":"RealtimeQA Leaderboard"}. This record does not assert independent reproduction.

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