# Elo Rating on OmniDocBench v1.5 (test)

Source: [Elo Rating on OmniDocBench v1.5 (test)](<https://www.sota2.com/research/sota/elo-rating-on-omnidocbench-v1-5-test>)

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

Data updated: 2026-03-16T10:15:16.587Z

Evaluation of Document Parsing performance using Elo rating methodology on the test split of the OmniDocBench v1.5 dataset.

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 | Document Parsing |
| Dataset (including any stated split) | OmniDocBench v1.5 (test) |
| Metric | Elo Rating |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Elo Rating](<https://www.sota2.com/research/sota/elo-rating-on-omnidocbench-v1-5-test.md?metric=Elo%20Rating>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Elo Rating | Result date | Report paper |
| --- | --- | --- | --- |
| Gemini 3 Pro | 1128 | Not recorded | 69b78e790636e5bf4afbdbbc |
| dots.mocr | 1059 | Not recorded | 69b78e790636e5bf4afbdbbc |
| dots.ocr | 1027.2 | Not recorded | 69b78e790636e5bf4afbdbbc |
| HunyuanOCR | 1003.9 | Not recorded | 69b78e790636e5bf4afbdbbc |
| PaddleOCR-VL-1.5 | 997.9 | Not recorded | 69b78e790636e5bf4afbdbbc |
| GLM-OCR | 972.6 | Not recorded | 69b78e790636e5bf4afbdbbc |
| MonkeyOCR-pro-3B | 811.3 | Not recorded | 69b78e790636e5bf4afbdbbc |

### Gemini 3 Pro

Elo Rating: 1128. Result ID: 69b7d83247f34ce924a02457.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### dots.mocr

Elo Rating: 1059. Result ID: 69b7d83247f34ce924a02458.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### dots.ocr

Elo Rating: 1027.2. Result ID: 69b7d83247f34ce924a02459.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/692fc40bd6b0dd33429332ba.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### HunyuanOCR

Elo Rating: 1003.9. Result ID: 69b7d83247f34ce924a0245a.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/692689e2d6b0dd3342930665.md>)

[Implementation](<https://github.com/Tencent-Hunyuan/HunyuanOCR>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### PaddleOCR-VL-1.5

Elo Rating: 997.9. Result ID: 69b7d83247f34ce924a0245b.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697c3b70a8b01e76cc8da769.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### GLM-OCR

Elo Rating: 972.6. Result ID: 69b7d83247f34ce924a0245c.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b2488fd030084c22e2f8f5.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

### MonkeyOCR-pro-3B

Elo Rating: 811.3. Result ID: 69b7d83247f34ce924a0245d.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e790636e5bf4afbdbbc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79371e209131cea7cad6.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Elo protocol","Judge":"Gemini 3 Flash"}. This record does not assert independent reproduction.

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