# Image Classification on ImageNet100-I2C (test)

Source: [Image Classification on ImageNet100-I2C (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet100-i2c-test>)

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

Data updated: 2026-02-26T05:29:30.106Z

Evaluation of Image Classification performance on the test split of the ImageNet100-I2C dataset.

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) | ImageNet100-I2C (test) |
| Metric | Accuracy |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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-imagenet100-i2c-test.md?metric=Accuracy>): Higher is better; unit: SCALAR.

- [BT Score](<https://www.sota2.com/research/sota/image-classification-on-imagenet100-i2c-test.md?metric=BT%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| AttriCLIP | 0.903 | Not recorded | 68fa72911e209131cea57225 |
| DualPrompt-2 | 0.778 | Not recorded | 68fa72911e209131cea57225 |
| CoOp-2 | 0.759 | Not recorded | 68fa72911e209131cea57225 |
| Continual-CLIP | 0.754 | Not recorded | 68fa72911e209131cea57225 |
| DualPrompt-1 | 0.636 | Not recorded | 68fa72911e209131cea57225 |
| ARI-2 | 0.618 | Not recorded | 68fa72911e209131cea57225 |
| CoOp-1 | 0.576 | Not recorded | 68fa72911e209131cea57225 |
| ARI-1 | 0.512 | Not recorded | 68fa72911e209131cea57225 |
| iCaRL-2 | 0.509 | Not recorded | 68fa72911e209131cea57225 |
| iCaRL-1 | 0.345 | Not recorded | 68fa72911e209131cea57225 |

### AttriCLIP

Accuracy: 0.903. Result ID: 6992418c3a6c3148490dacbd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Implementation](<https://github.com/bhrqw/AttriCLIP>)

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

### DualPrompt-2

Accuracy: 0.778. Result ID: 6992418c3a6c3148490dacbc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d341e209131cea38614.md>)

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

### CoOp-2

Accuracy: 0.759. Result ID: 6992418c3a6c3148490dacb7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d8b1e209131cea3a814.md>)

[Implementation](<https://github.com/KaiyangZhou/CoOp>)

Recorded evaluation configuration: {"Memory":"1000"}. This record does not assert independent reproduction.

### Continual-CLIP

Accuracy: 0.754. Result ID: 6992418c3a6c3148490dacba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d8e1e209131cea3a917.md>)

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

### DualPrompt-1

Accuracy: 0.636. Result ID: 6992418c3a6c3148490dacbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d341e209131cea38614.md>)

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

### ARI-2

Accuracy: 0.618. Result ID: 6992418c3a6c3148490dacb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc81e209131cea3c2fb.md>)

Recorded evaluation configuration: {"Memory":"2000"}. This record does not assert independent reproduction.

### CoOp-1

Accuracy: 0.576. Result ID: 6992418c3a6c3148490dacb6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d8b1e209131cea3a814.md>)

[Implementation](<https://github.com/KaiyangZhou/CoOp>)

Recorded evaluation configuration: {"Memory":"1000"}. This record does not assert independent reproduction.

### ARI-1

Accuracy: 0.512. Result ID: 6992418c3a6c3148490dacb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc81e209131cea3c2fb.md>)

Recorded evaluation configuration: {"Memory":"2000"}. This record does not assert independent reproduction.

### iCaRL-2

Accuracy: 0.509. Result ID: 6992418c3a6c3148490dacb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fded4.md>)

Recorded evaluation configuration: {"Memory":"2000"}. This record does not assert independent reproduction.

### iCaRL-1

Accuracy: 0.345. Result ID: 6992418c3a6c3148490dacb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72911e209131cea57225.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fded4.md>)

Recorded evaluation configuration: {"Memory":"2000"}. This record does not assert independent reproduction.

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