# Dimensional Aspect-Based Sentiment Triplet Extraction on DimASTE Combined Lang-Domain Sets

Source: [Dimensional Aspect-Based Sentiment Triplet Extraction on DimASTE Combined Lang-Domain Sets](<https://www.sota2.com/research/sota/dimensional-aspect-based-sentiment-triplet-extraction-on-dimaste-combined-lang-domain-sets>)

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

Data updated: 2026-03-06T08:20:04.078Z

Evaluation of Dimensional Aspect-Based Sentiment Triplet Extraction performance on the combined language and domain sets of the DIMASTE benchmark, measured using cF1.

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 | Dimensional Aspect Sentiment Triplet Extraction |
| Dataset (including any stated split) | DimASTE Combined Lang-Domain Sets |
| Metric | cF1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [cF1](<https://www.sota2.com/research/sota/dimensional-aspect-based-sentiment-triplet-extraction-on-dimaste-combined-lang-domain-sets.md?metric=cF1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | cF1 | Result date | Report paper |
| --- | --- | --- | --- |
| GPT-OSS 120B | 54.42 | Not recorded | 69aa5f702d603e6de3e41801 |
| Llama 3.3 70B | 54.18 | Not recorded | 69aa5f702d603e6de3e41801 |
| Kimi K2 Thinking | 51.01 | Not recorded | 69aa5f702d603e6de3e41801 |
| GPT-5 mini | 50.34 | Not recorded | 69aa5f702d603e6de3e41801 |
| GPT-5 mini | 49.93 | Not recorded | 69aa5f702d603e6de3e41801 |
| Kimi K2 Thinking | 49.2 | Not recorded | 69aa5f702d603e6de3e41801 |
| GPT-5 mini | 48.74 | Not recorded | 69aa5f702d603e6de3e41801 |
| Llama 3.3 70B | 46.64 | Not recorded | 69aa5f702d603e6de3e41801 |
| Kimi K2 Thinking | 45.19 | Not recorded | 69aa5f702d603e6de3e41801 |
| GPT-OSS 120B | 45.15 | Not recorded | 69aa5f702d603e6de3e41801 |
| GPT-5 mini | 44.91 | Not recorded | 69aa5f702d603e6de3e41801 |
| Qwen 3 14B | 44.83 | Not recorded | 69aa5f702d603e6de3e41801 |
| Kimi K2 Thinking | 44.24 | Not recorded | 69aa5f702d603e6de3e41801 |
| Qwen 3 14B | 38.27 | Not recorded | 69aa5f702d603e6de3e41801 |
| Mistral 3 14B | 29.3 | Not recorded | 69aa5f702d603e6de3e41801 |
| Mistral 3 14B | 27.36 | Not recorded | 69aa5f702d603e6de3e41801 |

### GPT-OSS 120B

cF1: 54.42. Result ID: 69aa8e306dbb7075b9543f0e.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### Llama 3.3 70B

cF1: 54.18. Result ID: 69aa8e306dbb7075b9543f0d.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### Kimi K2 Thinking

cF1: 51.01. Result ID: 69aa8e306dbb7075b9543f08.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### GPT-5 mini

cF1: 50.34. Result ID: 69aa8e306dbb7075b9543f09.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### GPT-5 mini

cF1: 49.93. Result ID: 69aa8e306dbb7075b9543f07.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### Kimi K2 Thinking

cF1: 49.2. Result ID: 69aa8e306dbb7075b9543f0a.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### GPT-5 mini

cF1: 48.74. Result ID: 69aa8e306dbb7075b9543f11.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### Llama 3.3 70B

cF1: 46.64. Result ID: 69aa8e306dbb7075b9543f15.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### Kimi K2 Thinking

cF1: 45.19. Result ID: 69aa8e306dbb7075b9543f10.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### GPT-OSS 120B

cF1: 45.15. Result ID: 69aa8e306dbb7075b9543f16.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### GPT-5 mini

cF1: 44.91. Result ID: 69aa8e306dbb7075b9543f0f.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Zero-shot","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### Qwen 3 14B

cF1: 44.83. Result ID: 69aa8e306dbb7075b9543f0b.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### Kimi K2 Thinking

cF1: 44.24. Result ID: 69aa8e306dbb7075b9543f12.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"One-shot","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### Qwen 3 14B

cF1: 38.27. Result ID: 69aa8e306dbb7075b9543f13.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

### Mistral 3 14B

cF1: 29.3. Result ID: 69aa8e306dbb7075b9543f0c.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Restaurant"}. This record does not assert independent reproduction.

### Mistral 3 14B

cF1: 27.36. Result ID: 69aa8e306dbb7075b9543f14.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f702d603e6de3e41801.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802fcea8b01e76cc8e1794.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Supervised Fine-Tuning","Language":"ENG","Domain":"Laptop"}. This record does not assert independent reproduction.

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