# Classification of abnormalities and landmarks detection on Kvasir V2

Source: [Classification of abnormalities and landmarks detection on Kvasir V2](<https://www.sota2.com/research/sota/classification-of-abnormalities-and-landmarks-detection-on-kvasir-v2>)

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

Data updated: 2026-03-25T12:56:18.776Z

Evaluation of model performance on the Kvasir V2 dataset for classifying abnormalities and detecting anatomical landmarks.

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 | Classification of abnormalities and landmarks detection |
| Dataset (including any stated split) | Kvasir V2 |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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/classification-of-abnormalities-and-landmarks-detection-on-kvasir-v2.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/classification-of-abnormalities-and-landmarks-detection-on-kvasir-v2.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [MCC](<https://www.sota2.com/research/sota/classification-of-abnormalities-and-landmarks-detection-on-kvasir-v2.md?metric=MCC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| EEIC19 | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| EEIC19 Fast | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| TLCSS18 Fast | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| FRCSS18 | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| DSTL18 | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| Lire-CNN | 99 | Not recorded | 69c36be70636e5bf4afc632f |
| TLCSS18 | 98 | Not recorded | 69c36be70636e5bf4afc632f |
| MVHC18 | 98 | Not recorded | 69c36be70636e5bf4afc632f |
| WDE18 | 95 | Not recorded | 69c36be70636e5bf4afc632f |

### EEIC19

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad284b.

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

Recorded evaluation configuration: {"FPS":"23"}. This record does not assert independent reproduction.

### EEIC19 Fast

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad284c.

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

Recorded evaluation configuration: {"FPS":"3"}. This record does not assert independent reproduction.

### TLCSS18 Fast

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad284e.

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

Recorded evaluation configuration: {"FPS":"27"}. This record does not assert independent reproduction.

### FRCSS18

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad284f.

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

Recorded evaluation configuration: {"FPS":"23"}. This record does not assert independent reproduction.

### DSTL18

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad2850.

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

Recorded evaluation configuration: {"FPS":"1015"}. This record does not assert independent reproduction.

### Lire-CNN

Accuracy: 99. Result ID: 69c3da6d47f34ce924ad2853.

[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.

### TLCSS18

Accuracy: 98. Result ID: 69c3da6d47f34ce924ad284d.

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

Recorded evaluation configuration: {"FPS":"3"}. This record does not assert independent reproduction.

### MVHC18

Accuracy: 98. Result ID: 69c3da6d47f34ce924ad2852.

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

Recorded evaluation configuration: {"FPS":"43328"}. This record does not assert independent reproduction.

### WDE18

Accuracy: 95. Result ID: 69c3da6d47f34ce924ad2851.

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

Recorded evaluation configuration: {"FPS":"3744"}. This record does not assert independent reproduction.

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