# Abusive Speech Detection on ADIMA Bengali 1.0 (test)

Source: [Abusive Speech Detection on ADIMA Bengali 1.0 (test)](<https://www.sota2.com/research/sota/abusive-speech-detection-on-adima-bengali-1-0-test>)

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

Data updated: 2026-04-13T09:00:03.372Z

Evaluation of Abusive Speech Detection performance on the test split of the ADIMA Bengali 1.0 dataset, measured by Macro-F1 score.

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 | Abusive Speech Detection |
| Dataset (including any stated split) | ADIMA Bengali 1.0 (test) |
| Metric | Macro-F1 |
| Unit | PERCENT |
| 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

- [Macro-F1](<https://www.sota2.com/research/sota/abusive-speech-detection-on-adima-bengali-1-0-test.md?metric=Macro-F1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Macro-F1 | Result date | Report paper |
| --- | --- | --- | --- |
| ADIMA | 79.1 | Not recorded | 69dc78677d0172140ec78965 |
| Projection-only | 76.34 | Not recorded | 69dc78677d0172140ec78965 |
| Projection+FT | 76.22 | Not recorded | 69dc78677d0172140ec78965 |

### ADIMA

Macro-F1: 79.1. Result ID: 69dcb07b47f34ce924c3cabb.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78677d0172140ec78965.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bda1e209131cea309c7.md>)

Recorded evaluation configuration: {"Shots":"0-shot"}. This record does not assert independent reproduction.

### Projection-only

Macro-F1: 76.34. Result ID: 69dcb07b47f34ce924c3cabc.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78677d0172140ec78965.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78677d0172140ec78965.md>)

Recorded evaluation configuration: {"Shots":"25-shot"}. This record does not assert independent reproduction.

### Projection+FT

Macro-F1: 76.22. Result ID: 69dcb07b47f34ce924c3cabd.

[Reporting paper](<https://www.sota2.com/research/paper/69dc78677d0172140ec78965.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc78677d0172140ec78965.md>)

Recorded evaluation configuration: {"Shots":"1-shot"}. This record does not assert independent reproduction.

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