# Dialogue-level classification on CRADLE-DIALOGUE Confirm-only class (test)

Source: [Dialogue-level classification on CRADLE-DIALOGUE Confirm-only class (test)](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test>)

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

Data updated: 2026-06-11T07:35:26.249Z

Evaluation of dialogue-level classification performance on the test split of the CRADLE-DIALOGUE Confirm-only class dataset, measured using Jaccard Index, micro/macro F1, and micro/macro Recall.

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 | Dialogue-level classification |
| Dataset (including any stated split) | CRADLE-DIALOGUE Confirm-only class (test) |
| Metric | Jaccard Index |
| 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

- [Jaccard Index](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test.md?metric=Jaccard%20Index>): Higher is better; unit: PERCENT.

- [Micro F1](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test.md?metric=Micro%20F1>): Higher is better; unit: PERCENT.

- [Macro F1](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test.md?metric=Macro%20F1>): Higher is better; unit: PERCENT.

- [Micro Recall](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test.md?metric=Micro%20Recall>): Higher is better; unit: PERCENT.

- [Macro Recall](<https://www.sota2.com/research/sota/dialogue-level-classification-on-cradle-dialogue-confirm-only-class-test.md?metric=Macro%20Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Jaccard Index | Result date | Report paper |
| --- | --- | --- | --- |
| Claude-4.5-Sonnet | 79.4 | Not recorded | 6a28f31f90966ade919c1622 |
| Qwen3-32b-FT | 79.28 | Not recorded | 6a28f31f90966ade919c1622 |
| Gemini-3-Flash | 77.63 | Not recorded | 6a28f31f90966ade919c1622 |
| GPT-5.1 | 76.75 | Not recorded | 6a28f31f90966ade919c1622 |
| Qwen2.5-72b-FT | 75.83 | Not recorded | 6a28f31f90966ade919c1622 |
| Llama3.3-70b-FT | 74.66 | Not recorded | 6a28f31f90966ade919c1622 |
| gpt-oss-120b | 74.56 | Not recorded | 6a28f31f90966ade919c1622 |
| Qwen3-32B | 73.49 | Not recorded | 6a28f31f90966ade919c1622 |
| Qwen2.5-72B-Inst | 72.11 | Not recorded | 6a28f31f90966ade919c1622 |
| Qwen3-14B | 70.65 | Not recorded | 6a28f31f90966ade919c1622 |
| Llama-3.3-70B-Inst | 70.27 | Not recorded | 6a28f31f90966ade919c1622 |
| Llama-4-Scout-17B | 68.9 | Not recorded | 6a28f31f90966ade919c1622 |
| gpt-oss-20b | 67.83 | Not recorded | 6a28f31f90966ade919c1622 |
| gemma-3-27b-it | 66 | Not recorded | 6a28f31f90966ade919c1622 |
| gemma-3-12b-it | 64.37 | Not recorded | 6a28f31f90966ade919c1622 |

### Claude-4.5-Sonnet

Jaccard Index: 79.4. Result ID: 6a2a6532fbc373592c27276c.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Model type":"Proprietary"}. This record does not assert independent reproduction.

### Qwen3-32b-FT

Jaccard Index: 79.28. Result ID: 6a2a6532fbc373592c272771.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Fine-tuning source":"Dialogue"}. This record does not assert independent reproduction.

### Gemini-3-Flash

Jaccard Index: 77.63. Result ID: 6a2a6532fbc373592c27276e.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Model type":"Proprietary"}. This record does not assert independent reproduction.

### GPT-5.1

Jaccard Index: 76.75. Result ID: 6a2a6532fbc373592c27276d.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Model type":"Proprietary"}. This record does not assert independent reproduction.

### Qwen2.5-72b-FT

Jaccard Index: 75.83. Result ID: 6a2a6532fbc373592c272770.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Fine-tuning source":"Reddit Post"}. This record does not assert independent reproduction.

### Llama3.3-70b-FT

Jaccard Index: 74.66. Result ID: 6a2a6532fbc373592c27276f.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Fine-tuning source":"Reddit Post"}. This record does not assert independent reproduction.

### gpt-oss-120b

Jaccard Index: 74.56. Result ID: 6a2a6532fbc373592c27276b.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ab01e209131cea84a0c.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### Qwen3-32B

Jaccard Index: 73.49. Result ID: 6a2a6532fbc373592c272768.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### Qwen2.5-72B-Inst

Jaccard Index: 72.11. Result ID: 6a2a6532fbc373592c272769.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### Qwen3-14B

Jaccard Index: 70.65. Result ID: 6a2a6532fbc373592c272767.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### Llama-3.3-70B-Inst

Jaccard Index: 70.27. Result ID: 6a2a6532fbc373592c272763.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### Llama-4-Scout-17B

Jaccard Index: 68.9. Result ID: 6a2a6532fbc373592c272764.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### gpt-oss-20b

Jaccard Index: 67.83. Result ID: 6a2a6532fbc373592c27276a.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ab01e209131cea84a0c.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### gemma-3-27b-it

Jaccard Index: 66. Result ID: 6a2a6532fbc373592c272766.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

### gemma-3-12b-it

Jaccard Index: 64.37. Result ID: 6a2a6532fbc373592c272765.

[Reporting paper](<https://www.sota2.com/research/paper/6a28f31f90966ade919c1622.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Model type":"Instruction-tuned"}. This record does not assert independent reproduction.

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