# Total Displacement Index (TDI) evaluation on ImageNet 100-class replication ViT-B/16 (val)

Source: [Total Displacement Index (TDI) evaluation on ImageNet 100-class replication ViT-B/16 (val)](<https://www.sota2.com/research/sota/total-displacement-index-tdi-evaluation-on-imagenet-100-class-replication-vit-b-16-val>)

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

Data updated: 2026-04-24T08:10:39.426Z

Evaluation of model performance using Total Displacement Index (TDI) metrics on the validation split of the 100-class ImageNet replication subset, specifically using the ViT-B/16 configuration.

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 | Total Displacement Index (TDI) evaluation |
| Dataset (including any stated split) | ImageNet 100-class replication ViT-B/16 (val) |
| Metric | TDI@0 |
| Unit | SCALAR |
| Direction | Lower 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

- [TDI@0](<https://www.sota2.com/research/sota/total-displacement-index-tdi-evaluation-on-imagenet-100-class-replication-vit-b-16-val.md?metric=TDI%400>): Lower is better; unit: SCALAR.

- [TDI@σ=0.05](<https://www.sota2.com/research/sota/total-displacement-index-tdi-evaluation-on-imagenet-100-class-replication-vit-b-16-val.md?metric=TDI%40%CF%83%3D0.05>): Lower is better; unit: SCALAR.

- [TDI@σ=0.1](<https://www.sota2.com/research/sota/total-displacement-index-tdi-evaluation-on-imagenet-100-class-replication-vit-b-16-val.md?metric=TDI%40%CF%83%3D0.1>): Lower is better; unit: SCALAR.

- [Intra](<https://www.sota2.com/research/sota/total-displacement-index-tdi-evaluation-on-imagenet-100-class-replication-vit-b-16-val.md?metric=Intra>): Higher is better; unit: PERCENT.

## Recorded results

| Method | TDI@0 | Result date | Report paper |
| --- | --- | --- | --- |
| PMH | 0.936 | Not recorded | 69eaf92d55a3c32af89f8a14 |
| Pretrained | 1.23 | Not recorded | 69eaf92d55a3c32af89f8a14 |

### PMH

TDI@0: 0.936. Result ID: 69eb256e47f34ce924d342e1.

[Reporting paper](<https://www.sota2.com/research/paper/69eaf92d55a3c32af89f8a14.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69eaf92d55a3c32af89f8a14.md>)

Recorded evaluation configuration: {"Backbone":"ViT-B/16","Training Epochs":"24 ep"}. This record does not assert independent reproduction.

### Pretrained

TDI@0: 1.23. Result ID: 69eb256e47f34ce924d342e0.

[Reporting paper](<https://www.sota2.com/research/paper/69eaf92d55a3c32af89f8a14.md>)

Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction.

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