# Saliency Prediction on CAT2000 (holdout)

Source: [Saliency Prediction on CAT2000 (holdout)](<https://www.sota2.com/research/sota/saliency-prediction-on-cat2000-holdout>)

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

Data updated: 2026-05-06T08:55:34.415Z

Evaluation of Saliency Prediction performance on the holdout split of the CAT2000 dataset, reporting metrics such as IG and AUC.

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 | Saliency Prediction |
| Dataset (including any stated split) | CAT2000 (holdout) |
| Metric | IG Score |
| 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

- [IG Score](<https://www.sota2.com/research/sota/saliency-prediction-on-cat2000-holdout.md?metric=IG%20Score>): Higher is better; unit: PERCENT.

- [AUC](<https://www.sota2.com/research/sota/saliency-prediction-on-cat2000-holdout.md?metric=AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | IG Score | Result date | Report paper |
| --- | --- | --- | --- |
| new IOC estimate | 59 | Not recorded | 69facb1cc0f56ed84308a455 |
| DeepGaze MSDB | 52 | Not recorded | 69facb1cc0f56ed84308a455 |
| old IOC estimate | 49 | Not recorded | 69facb1cc0f56ed84308a455 |

### new IOC estimate

IG Score: 59. Result ID: 69fb020247f34ce924de0e5b.

[Reporting paper](<https://www.sota2.com/research/paper/69facb1cc0f56ed84308a455.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69facb1cc0f56ed84308a455.md>)

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

### DeepGaze MSDB

IG Score: 52. Result ID: 69fb020247f34ce924de0e59.

[Reporting paper](<https://www.sota2.com/research/paper/69facb1cc0f56ed84308a455.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc61e209131cea8a5ab.md>)

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

### old IOC estimate

IG Score: 49. Result ID: 69fb020247f34ce924de0e5a.

[Reporting paper](<https://www.sota2.com/research/paper/69facb1cc0f56ed84308a455.md>)

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

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