# Chromophore-Solvent Interaction on Lifetime

Source: [Chromophore-Solvent Interaction on Lifetime](<https://www.sota2.com/research/sota/chromophore-solvent-interaction-on-lifetime>)

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

Data updated: 2026-02-26T05:59:51.231Z

Evaluation of model performance on the Lifetime dataset for predicting chromophore-solvent interactions, measured by RMSE.

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 | Chromophore-Solvent Interaction |
| Dataset (including any stated split) | Lifetime |
| Metric | RMSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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

- [RMSE](<https://www.sota2.com/research/sota/chromophore-solvent-interaction-on-lifetime.md?metric=RMSE>): Lower is better; unit: SCALAR.

## Recorded results

| Method | RMSE | Result date | Report paper |
| --- | --- | --- | --- |
| MolTC | 1.198 | Not recorded | 68fa5f631e209131ce9e98ed |
| MolT5 | 1.394 | Not recorded | 68fa5f631e209131ce9e98ed |
| MolCA | 1.48 | Not recorded | 68fa5f631e209131ce9e98ed |
| Chem T5 | 1.633 | Not recorded | 68fa5f631e209131ce9e98ed |
| Galactica | 1.951 | Not recorded | 68fa5f631e209131ce9e98ed |

### MolTC

RMSE: 1.198. Result ID: 698bc6297a967eddb77141ab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Implementation](<https://github.com/MangoKiller/MolTC>)

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

### MolT5

RMSE: 1.394. Result ID: 698bc6297a967eddb77141aa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dde1e209131cea3c90f.md>)

[Implementation](<https://github.com/blender-nlp/MolT5>)

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

### MolCA

RMSE: 1.48. Result ID: 698bc6297a967eddb77141a9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71e11e209131cea5384c.md>)

[Implementation](<https://github.com/acharkq/MolCA>)

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

### Chem T5

RMSE: 1.633. Result ID: 698bc6297a967eddb77141a8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f711e209131cea459c6.md>)

[Implementation](<https://github.com/GT4SD/multitask_text_and_chemistry_t5>)

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

### Galactica

RMSE: 1.951. Result ID: 698bc6297a967eddb77141a7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5f631e209131ce9e98ed.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dff1e209131cea3d479.md>)

[Implementation](<https://www.sota2.com/galactica.org>)

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

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