# Continual Generalized Category Discovery on ImageNet-100 (Stage-1)

Source: [Continual Generalized Category Discovery on ImageNet-100 (Stage-1)](<https://www.sota2.com/research/sota/continual-generalized-category-discovery-on-imagenet-100-stage-1>)

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

Data updated: 2026-02-26T05:34:08.043Z

Evaluation of Continual Generalized Category Discovery performance on the Stage-1 split of the ImageNet-100 dataset, reporting accuracies for All, Old, and New categories.

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 | Continual Generalized Category Discovery |
| Dataset (including any stated split) | ImageNet-100 (Stage-1) |
| Metric | Accuracy (All) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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 (All)](<https://www.sota2.com/research/sota/continual-generalized-category-discovery-on-imagenet-100-stage-1.md?metric=Accuracy%20(All)>): Higher is better; unit: PERCENT.

- [Accuracy (Old)](<https://www.sota2.com/research/sota/continual-generalized-category-discovery-on-imagenet-100-stage-1.md?metric=Accuracy%20(Old)>): Higher is better; unit: PERCENT.

- [Accuracy (New)](<https://www.sota2.com/research/sota/continual-generalized-category-discovery-on-imagenet-100-stage-1.md?metric=Accuracy%20(New)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (All) | Result date | Report paper |
| --- | --- | --- | --- |
| GOAL | 93.9 | Not recorded | 699d30ab6017c4460ffab635 |
| Happy | 91.2 | Not recorded | 699d30ab6017c4460ffab635 |

### GOAL

Accuracy (All): 93.9. Result ID: 699e576f5698665ec417ca5b.

[Reporting paper](<https://www.sota2.com/research/paper/699d30ab6017c4460ffab635.md>)

[Method origin paper](<https://www.sota2.com/research/paper/699d30ab6017c4460ffab635.md>)

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

### Happy

Accuracy (All): 91.2. Result ID: 699e576f5698665ec417ca5c.

[Reporting paper](<https://www.sota2.com/research/paper/699d30ab6017c4460ffab635.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa751e1e209131cea65e48.md>)

Recorded evaluation configuration: {"reported\_by\_happy":true}. This record does not assert independent reproduction.

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