# Supervised Hashing on ImageNet-1k (test)

Source: [Supervised Hashing on ImageNet-1k (test)](<https://www.sota2.com/research/sota/supervised-hashing-on-imagenet-1k-test>)

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

Data updated: 2026-04-07T07:35:51.238Z

Evaluation of Supervised Hashing performance on the test split of the ImageNet-1k dataset, reporting Mean Average Precision (mAP) across different bit lengths.

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 | Supervised Hashing |
| Dataset (including any stated split) | ImageNet-1k (test) |
| Metric | mAP (16 bits) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [mAP (16 bits)](<https://www.sota2.com/research/sota/supervised-hashing-on-imagenet-1k-test.md?metric=mAP%20(16%20bits)>): Higher is better; unit: PERCENT.

- [mAP (32 bits)](<https://www.sota2.com/research/sota/supervised-hashing-on-imagenet-1k-test.md?metric=mAP%20(32%20bits)>): Higher is better; unit: PERCENT.

- [mAP (64 bits)](<https://www.sota2.com/research/sota/supervised-hashing-on-imagenet-1k-test.md?metric=mAP%20(64%20bits)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP (16 bits) | Result date | Report paper |
| --- | --- | --- | --- |
| FPPQ | 62 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| OrthoHash | 59.3 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| DINOv2 | 58.4 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| SWAG | 54.8 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| DeiT | 54.6 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| GreedyHash | 54.2 | Not recorded | 690836e53ef7ccd74e5e52c8 |
| CSQ | 50.4 | Not recorded | 690836e53ef7ccd74e5e52c8 |

### FPPQ

mAP (16 bits): 62. Result ID: 69d4b2b147f34ce924bc2377.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

Recorded evaluation configuration: {"Epochs":"100 / 90"}. This record does not assert independent reproduction.

### OrthoHash

mAP (16 bits): 59.3. Result ID: 69d4b2b147f34ce924bc2376.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6af01e209131cea2b327.md>)

Recorded evaluation configuration: {"Epochs":"100"}. This record does not assert independent reproduction.

### DINOv2

mAP (16 bits): 58.4. Result ID: 69d4b2b147f34ce924bc2378.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

Recorded evaluation configuration: {"Epochs":"5"}. This record does not assert independent reproduction.

### SWAG

mAP (16 bits): 54.8. Result ID: 69d4b2b147f34ce924bc2379.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

Recorded evaluation configuration: {"Epochs":"5"}. This record does not assert independent reproduction.

### DeiT

mAP (16 bits): 54.6. Result ID: 69d4b2b147f34ce924bc237a.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

Recorded evaluation configuration: {"Epochs":"5"}. This record does not assert independent reproduction.

### GreedyHash

mAP (16 bits): 54.2. Result ID: 69d4b2b147f34ce924bc2375.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

Recorded evaluation configuration: {"Epochs":"120"}. This record does not assert independent reproduction.

### CSQ

mAP (16 bits): 50.4. Result ID: 69d4b2b147f34ce924bc2374.

[Reporting paper](<https://www.sota2.com/research/paper/690836e53ef7ccd74e5e52c8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa673e1e209131cea1525c.md>)

Recorded evaluation configuration: {"Epochs":"90"}. This record does not assert independent reproduction.

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