# Image Classification on Kvasir V1

Source: [Image Classification on Kvasir V1](<https://www.sota2.com/research/sota/image-classification-on-kvasir-v1>)

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

Data updated: 2026-03-25T12:56:18.703Z

Evaluation of image classification performance on the Kvasir V1 dataset, reporting Accuracy, F1-score, and MCC.

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 | Image Classification |
| Dataset (including any stated split) | Kvasir V1 |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-kvasir-v1.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [F1-score](<https://www.sota2.com/research/sota/image-classification-on-kvasir-v1.md?metric=F1-score>): Higher is better; unit: PERCENT.

- [MCC](<https://www.sota2.com/research/sota/image-classification-on-kvasir-v1.md?metric=MCC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Lire-CNN | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| SCL-UMD17 | 96 | Not recorded | 69c36be70636e5bf4afc632f |
| DLGF17 | 96 | Not recorded | 69c36be70636e5bf4afc632f |
| Ensemble17 | 94 | Not recorded | 69c36be70636e5bf4afc632f |
| Inception17 | 94 | Not recorded | 69c36be70636e5bf4afc632f |
| HKBU17 | 93 | Not recorded | 69c36be70636e5bf4afc632f |

### Lire-CNN

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad284a.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

Recorded evaluation configuration: {"FPS":"41"}. This record does not assert independent reproduction.

### SCL-UMD17

Accuracy: 96. Result ID: 69c3da6d47f34ce924ad2848.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

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

### DLGF17

Accuracy: 96. Result ID: 69c3da6d47f34ce924ad2849.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

Recorded evaluation configuration: {"FPS":"46"}. This record does not assert independent reproduction.

### Ensemble17

Accuracy: 94. Result ID: 69c3da6d47f34ce924ad2846.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

Recorded evaluation configuration: {"FPS":"2"}. This record does not assert independent reproduction.

### Inception17

Accuracy: 94. Result ID: 69c3da6d47f34ce924ad2847.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

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

### HKBU17

Accuracy: 93. Result ID: 69c3da6d47f34ce924ad2845.

[Reporting paper](<https://www.sota2.com/research/paper/69c36be70636e5bf4afc632f.md>)

Recorded evaluation configuration: {"FPS":"2"}. This record does not assert independent reproduction.

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