# Sports Video Question Answering on SportsTime 200 stratified samples (test)

Source: [Sports Video Question Answering on SportsTime 200 stratified samples (test)](<https://www.sota2.com/research/sota/sports-video-question-answering-on-sportstime-200-stratified-samples-test>)

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

Data updated: 2026-04-27T06:59:38.166Z

Evaluation of Sports Video Question Answering performance on the test split of the SportsTime 200 dataset, measured by Human Average score.

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 | Sports Video Question Answering |
| Dataset (including any stated split) | SportsTime 200 stratified samples (test) |
| Metric | Human Average Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Human Average Score](<https://www.sota2.com/research/sota/sports-video-question-answering-on-sportstime-200-stratified-samples-test.md?metric=Human%20Average%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Human Average Score | Result date | Report paper |
| --- | --- | --- | --- |
| CoTR (full) | 30.5 | Not recorded | 69eeed9555a3c32af89f97b1 |
| CoTR (tr-GRPO) | 29 | Not recorded | 69eeed9555a3c32af89f97b1 |
| InternVL2.5-4B | 26 | Not recorded | 69eeed9555a3c32af89f97b1 |
| Qwen3-VL-4B-Instruct | 24.5 | Not recorded | 69eeed9555a3c32af89f97b1 |
| Qwen2.5-VL-3B-Instruct | 17.5 | Not recorded | 69eeed9555a3c32af89f97b1 |
| MiniCPM-v4-4B | 16.5 | Not recorded | 69eeed9555a3c32af89f97b1 |
| LLaVA-OneVision1.5-4B | 12.5 | Not recorded | 69eeed9555a3c32af89f97b1 |
| Ovis2-4B | 8 | Not recorded | 69eeed9555a3c32af89f97b1 |

### CoTR (full)

Human Average Score: 30.5. Result ID: 69ef092d47f34ce924d4ae9e.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

Recorded evaluation configuration: {"training":"full","Backbone":"Qwen3-VL-4B-Instruct"}. This record does not assert independent reproduction.

### CoTR (tr-GRPO)

Human Average Score: 29. Result ID: 69ef092d47f34ce924d4ae9d.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

Recorded evaluation configuration: {"training":"tr-GRPO","Backbone":"Qwen3-VL-4B-Instruct"}. This record does not assert independent reproduction.

### InternVL2.5-4B

Human Average Score: 26. Result ID: 69ef092d47f34ce924d4ae99.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bab1e209131cea89c7f.md>)

[Implementation](<https://github.com/OpenGVLab/InternVL>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen3-VL-4B-Instruct

Human Average Score: 24.5. Result ID: 69ef092d47f34ce924d4ae97.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6927db54d6b0dd3342930f66.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen2.5-VL-3B-Instruct

Human Average Score: 17.5. Result ID: 69ef092d47f34ce924d4ae98.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MiniCPM-v4-4B

Human Average Score: 16.5. Result ID: 69ef092d47f34ce924d4ae9a.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74681e209131cea6183d.md>)

[Implementation](<https://github.com/OpenBMB/MiniCPM-V>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LLaVA-OneVision1.5-4B

Human Average Score: 12.5. Result ID: 69ef092d47f34ce924d4ae9c.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c031e209131cea8bdde.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Ovis2-4B

Human Average Score: 8. Result ID: 69ef092d47f34ce924d4ae9b.

[Reporting paper](<https://www.sota2.com/research/paper/69eeed9555a3c32af89f97b1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7aa61e209131cea84620.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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