# Alignment Detection on AnyAudio-Judge English

Source: [Alignment Detection on AnyAudio-Judge English](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english>)

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

Data updated: 2026-06-04T08:00:27.808Z

Evaluation of model performance on the AnyAudio-Judge English dataset, assessing Alignment Detection capabilities across Speech, Sound, and Music modalities for both real and generated inputs.

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 | Alignment Detection |
| Dataset (including any stated split) | AnyAudio-Judge English |
| Metric | Accuracy (Speech, Real) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 15 of 15 |
| 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

- [Accuracy (Speech, Real)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Speech%2C%20Real)>): Higher is better; unit: PERCENT.

- [Accuracy (Speech, Generated)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Speech%2C%20Generated)>): Higher is better; unit: PERCENT.

- [Accuracy (Sound, Real)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Sound%2C%20Real)>): Higher is better; unit: PERCENT.

- [Accuracy (Sound, Generated)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Sound%2C%20Generated)>): Higher is better; unit: PERCENT.

- [Accuracy (Music, Real)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Music%2C%20Real)>): Higher is better; unit: PERCENT.

- [Accuracy (Music, Generated)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Music%2C%20Generated)>): Higher is better; unit: PERCENT.

- [Accuracy (Mixed)](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Accuracy%20(Mixed)>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/alignment-detection-on-anyaudio-judge-english.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (Speech, Real) | Result date | Report paper |
| --- | --- | --- | --- |
| AnyAudio-Judge | 91.42 | Not recorded | 6a21065ac10484bac23efe71 |
| Gemini-2.5-Pro | 91.22 | Not recorded | 6a21065ac10484bac23efe71 |
| Gemini-2.5-Pro | 89 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen3-Omni-30B-A3B-Instruct | 88.92 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen3-Omni-30B-A3B-Captioner | 88.5 | Not recorded | 6a21065ac10484bac23efe71 |
| Kimi-Audio-7B-Instruct | 80.08 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen2.5-Omni-7B | 77.25 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen3-Omni-30B-A3B-Captioner | 70.46 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen3-Omni-30B-A3B-Instruct | 65.42 | Not recorded | 6a21065ac10484bac23efe71 |
| MiDashengLM | 64.92 | Not recorded | 6a21065ac10484bac23efe71 |
| Audio-Flamingo3 | 59 | Not recorded | 6a21065ac10484bac23efe71 |
| Kimi-Audio-7B-Instruct | 50.25 | Not recorded | 6a21065ac10484bac23efe71 |
| Qwen2.5-Omni-7B | 50.25 | Not recorded | 6a21065ac10484bac23efe71 |
| Audio-Flamingo3 | 48.87 | Not recorded | 6a21065ac10484bac23efe71 |
| MiDashengLM | 48.58 | Not recorded | 6a21065ac10484bac23efe71 |

### AnyAudio-Judge

Accuracy (Speech, Real): 91.42. Result ID: 6a213097fbc373592c1c90cb.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Gemini-2.5-Pro

Accuracy (Speech, Real): 91.22. Result ID: 6a213097fbc373592c1c90c9.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### Gemini-2.5-Pro

Accuracy (Speech, Real): 89. Result ID: 6a213097fbc373592c1c90ca.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Qwen3-Omni-30B-A3B-Instruct

Accuracy (Speech, Real): 88.92. Result ID: 6a213097fbc373592c1c90c6.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Qwen3-Omni-30B-A3B-Captioner

Accuracy (Speech, Real): 88.5. Result ID: 6a213097fbc373592c1c90c8.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Kimi-Audio-7B-Instruct

Accuracy (Speech, Real): 80.08. Result ID: 6a213097fbc373592c1c90c2.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78431e209131cea77803.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Qwen2.5-Omni-7B

Accuracy (Speech, Real): 77.25. Result ID: 6a213097fbc373592c1c90c4.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Qwen3-Omni-30B-A3B-Captioner

Accuracy (Speech, Real): 70.46. Result ID: 6a213097fbc373592c1c90c7.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### Qwen3-Omni-30B-A3B-Instruct

Accuracy (Speech, Real): 65.42. Result ID: 6a213097fbc373592c1c90c5.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b881e209131cea88f3d.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### MiDashengLM

Accuracy (Speech, Real): 64.92. Result ID: 6a213097fbc373592c1c90c0.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a711e209131cea833f4.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Audio-Flamingo3

Accuracy (Speech, Real): 59. Result ID: 6a213097fbc373592c1c90be.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a4d1e209131cea82504.md>)

Recorded evaluation configuration: {"Prompt":"dynamic rubric"}. This record does not assert independent reproduction.

### Kimi-Audio-7B-Instruct

Accuracy (Speech, Real): 50.25. Result ID: 6a213097fbc373592c1c90c1.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78431e209131cea77803.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### Qwen2.5-Omni-7B

Accuracy (Speech, Real): 50.25. Result ID: 6a213097fbc373592c1c90c3.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### Audio-Flamingo3

Accuracy (Speech, Real): 48.87. Result ID: 6a213097fbc373592c1c90bd.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a4d1e209131cea82504.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

### MiDashengLM

Accuracy (Speech, Real): 48.58. Result ID: 6a213097fbc373592c1c90bf.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065ac10484bac23efe71.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a711e209131cea833f4.md>)

Recorded evaluation configuration: {"Prompt":"holistic"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
