# Opinion Generation on OpinionGen

Source: [Opinion Generation on OpinionGen](<https://www.sota2.com/research/sota/opinion-generation-on-opiniongen>)

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

Data updated: 2026-02-26T06:02:02.997Z

Evaluation of models performing Opinion Generation on the OpinionGen dataset, measured using specific quality metrics like Relevance (Rel.), Coherence (Coh.), Richness (Rich.), and Top-1 accuracy.

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 | Opinion Generation |
| Dataset (including any stated split) | OpinionGen |
| Metric | Relevance |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Relevance](<https://www.sota2.com/research/sota/opinion-generation-on-opiniongen.md?metric=Relevance>): Higher is better; unit: SCALAR.

- [Coherence](<https://www.sota2.com/research/sota/opinion-generation-on-opiniongen.md?metric=Coherence>): Higher is better; unit: SCALAR.

- [Richness](<https://www.sota2.com/research/sota/opinion-generation-on-opiniongen.md?metric=Richness>): Higher is better; unit: SCALAR.

- [Top-1 Accuracy](<https://www.sota2.com/research/sota/opinion-generation-on-opiniongen.md?metric=Top-1%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Relevance | Result date | Report paper |
| --- | --- | --- | --- |
| PLANET | 3.89 | Not recorded | 68fa6c0e1e209131cea31c91 |
| PLANET | 3.81 | Not recorded | 68fa6c0e1e209131cea31c91 |
| FULLSEQ2SEQ | 3.65 | Not recorded | 68fa6c0e1e209131cea31c91 |

### PLANET

Relevance: 3.89. Result ID: 698ec135ffc3901de0a0c745.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0e1e209131cea31c91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0e1e209131cea31c91.md>)

Recorded evaluation configuration: {"Contrastive Learning":"True"}. This record does not assert independent reproduction.

### PLANET

Relevance: 3.81. Result ID: 698ec135ffc3901de0a0c744.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0e1e209131cea31c91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0e1e209131cea31c91.md>)

Recorded evaluation configuration: {"Contrastive Learning":"False"}. This record does not assert independent reproduction.

### FULLSEQ2SEQ

Relevance: 3.65. Result ID: 698ec135ffc3901de0a0c743.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c0e1e209131cea31c91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67751e209131cea1672c.md>)

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

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