# Scanpath Prediction on CapMIT1003

Source: [Scanpath Prediction on CapMIT1003](<https://www.sota2.com/research/sota/scanpath-prediction-on-capmit1003>)

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

Data updated: 2026-02-26T05:52:21.296Z

Evaluation of Scanpath Prediction performance on the CapMIT1003 dataset, typically assessed using metrics like SPP (Scanpath Prediction Error).

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 | Scanpath Prediction |
| Dataset (including any stated split) | CapMIT1003 |
| Metric | Mean SPP |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 11 of 11 |
| 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

- [Mean SPP](<https://www.sota2.com/research/sota/scanpath-prediction-on-capmit1003.md?metric=Mean%20SPP>): Lower is better; unit: SCALAR.

- [SPP (Std Dev)](<https://www.sota2.com/research/sota/scanpath-prediction-on-capmit1003.md?metric=SPP%20(Std%20Dev)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean SPP | Result date | Report paper |
| --- | --- | --- | --- |
| Random baseline | 0.26 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.26 | Not recorded | 68fa6f671e209131cea455bc |
| Center baseline | 0.27 | Not recorded | 68fa6f671e209131cea455bc |
| ClickDensity baseline | 0.27 | Not recorded | 68fa6f671e209131cea455bc |
| CLE | 0.3 | Not recorded | 68fa6f671e209131cea455bc |
| WTA+Itti | 0.31 | Not recorded | 68fa6f671e209131cea455bc |
| G-Eymol | 0.34 | Not recorded | 68fa6f671e209131cea455bc |
| Neva (original) | 0.34 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.34 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.35 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.38 | Not recorded | 68fa6f671e209131cea455bc |

### Random baseline

Mean SPP: 0.26. Result ID: 6990bb3c3a6c31484902d12a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### NevaClip

Mean SPP: 0.26. Result ID: 6990bb3c3a6c31484902d133.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

Recorded evaluation configuration: {"target embedding":"different caption, different image"}. This record does not assert independent reproduction.

### Center baseline

Mean SPP: 0.27. Result ID: 6990bb3c3a6c31484902d12b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### ClickDensity baseline

Mean SPP: 0.27. Result ID: 6990bb3c3a6c31484902d12c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### CLE

Mean SPP: 0.3. Result ID: 6990bb3c3a6c31484902d12f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### WTA+Itti

Mean SPP: 0.31. Result ID: 6990bb3c3a6c31484902d130.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### G-Eymol

Mean SPP: 0.34. Result ID: 6990bb3c3a6c31484902d12d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

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

### Neva (original)

Mean SPP: 0.34. Result ID: 6990bb3c3a6c31484902d12e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6df71e209131cea3d013.md>)

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

### NevaClip

Mean SPP: 0.34. Result ID: 6990bb3c3a6c31484902d132.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

Recorded evaluation configuration: {"target embedding":"different caption, same image"}. This record does not assert independent reproduction.

### NevaClip

Mean SPP: 0.35. Result ID: 6990bb3c3a6c31484902d131.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

Recorded evaluation configuration: {"target embedding":"correct caption"}. This record does not assert independent reproduction.

### NevaClip

Mean SPP: 0.38. Result ID: 6990bb3c3a6c31484902d134.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f671e209131cea455bc.md>)

Recorded evaluation configuration: {"target embedding":"visually-guided"}. This record does not assert independent reproduction.

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