# Scanpath Prediction on MIT1003 Free-viewing

Source: [Scanpath Prediction on MIT1003 Free-viewing](<https://www.sota2.com/research/sota/scanpath-prediction-on-mit1003-free-viewing>)

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

Data updated: 2026-02-26T06:03:02.777Z

Evaluation of Scanpath Prediction performance on the MIT1003 Free-viewing dataset, typically measured using metrics like SPP (mean) and SPP (std).

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) | MIT1003 Free-viewing |
| Metric | SPP Mean |
| Unit | SCALAR |
| Direction | Higher 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

- [SPP Mean](<https://www.sota2.com/research/sota/scanpath-prediction-on-mit1003-free-viewing.md?metric=SPP%20Mean>): Higher is better; unit: SCALAR.

- [SPP Std Dev](<https://www.sota2.com/research/sota/scanpath-prediction-on-mit1003-free-viewing.md?metric=SPP%20Std%20Dev>): Lower is better; unit: SCALAR.

## Recorded results

| Method | SPP Mean | Result date | Report paper |
| --- | --- | --- | --- |
| NevaClip | 0.57 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.5 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.5 | Not recorded | 68fa6f671e209131cea455bc |
| Neva (original) | 0.47 | Not recorded | 68fa6f671e209131cea455bc |
| CLE | 0.47 | Not recorded | 68fa6f671e209131cea455bc |
| G-Eymol | 0.46 | Not recorded | 68fa6f671e209131cea455bc |
| WTA+Itti | 0.37 | Not recorded | 68fa6f671e209131cea455bc |
| NevaClip | 0.37 | Not recorded | 68fa6f671e209131cea455bc |
| Center baseline | 0.33 | Not recorded | 68fa6f671e209131cea455bc |
| ClickDensity baseline | 0.32 | Not recorded | 68fa6f671e209131cea455bc |
| Random baseline | 0.3 | Not recorded | 68fa6f671e209131cea455bc |

### NevaClip

SPP Mean: 0.57. Result ID: 6990bb3c3a6c31484902d13f.

[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.

### NevaClip

SPP Mean: 0.5. Result ID: 6990bb3c3a6c31484902d13c.

[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

SPP Mean: 0.5. Result ID: 6990bb3c3a6c31484902d13d.

[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.

### Neva (original)

SPP Mean: 0.47. Result ID: 6990bb3c3a6c31484902d139.

[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.

### CLE

SPP Mean: 0.47. Result ID: 6990bb3c3a6c31484902d13a.

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

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

### G-Eymol

SPP Mean: 0.46. Result ID: 6990bb3c3a6c31484902d138.

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

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

### WTA+Itti

SPP Mean: 0.37. Result ID: 6990bb3c3a6c31484902d13b.

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

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

### NevaClip

SPP Mean: 0.37. Result ID: 6990bb3c3a6c31484902d13e.

[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

SPP Mean: 0.33. Result ID: 6990bb3c3a6c31484902d136.

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

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

### ClickDensity baseline

SPP Mean: 0.32. Result ID: 6990bb3c3a6c31484902d137.

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

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

### Random baseline

SPP Mean: 0.3. Result ID: 6990bb3c3a6c31484902d135.

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

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

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