# Human Reading Time Prediction on SAP Region of Interest

Source: [Human Reading Time Prediction on SAP Region of Interest](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest>)

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

Data updated: 2026-04-21T13:42:08.785Z

Evaluation of models on predicting human reading time using the SAP Region of Interest dataset, assessed using metrics like MVRR, NPS, and NPZ.

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 | Human Reading Time Prediction |
| Dataset (including any stated split) | SAP Region of Interest |
| Metric | MVRR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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

- [MVRR](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest.md?metric=MVRR>): Higher is better; unit: SCALAR.

- [NPS](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest.md?metric=NPS>): Higher is better; unit: SCALAR.

- [NPZ](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest.md?metric=NPZ>): Higher is better; unit: SCALAR.

- [RC](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest.md?metric=RC>): Higher is better; unit: SCALAR.

- [Attachment Metric](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-region-of-interest.md?metric=Attachment%20Metric>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MVRR | Result date | Report paper |
| --- | --- | --- | --- |
| OT-30b | 8.8 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-lg | 5.2 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-13b | 4.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-6.7b | 3.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-md | 3 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-xl | 2.6 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-66b | 2.6 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-sm | 2.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-1.3b | 2.1 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-2.7b | 1.6 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-410m | 1.5 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-6.9b | 0.9 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-125m | 0.8 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-1.4b | 0.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-70m | 0.6 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-1b | 0.6 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-2.8b | 0.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-12b | 0.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-160m | 0.2 | Not recorded | 69e705337d0172140ec7f3b0 |

### OT-30b

MVRR: 8.8. Result ID: 69e77e9447f34ce924cf818d.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### G2-lg

MVRR: 5.2. Result ID: 69e77e9447f34ce924cf8186.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-13b

MVRR: 4.7. Result ID: 69e77e9447f34ce924cf818c.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-6.7b

MVRR: 3.4. Result ID: 69e77e9447f34ce924cf818b.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### G2-md

MVRR: 3. Result ID: 69e77e9447f34ce924cf8185.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### G2-xl

MVRR: 2.6. Result ID: 69e77e9447f34ce924cf8187.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-66b

MVRR: 2.6. Result ID: 69e77e9447f34ce924cf818e.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### G2-sm

MVRR: 2.4. Result ID: 69e77e9447f34ce924cf8184.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-1.3b

MVRR: 2.1. Result ID: 69e77e9447f34ce924cf8189.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-2.7b

MVRR: 1.6. Result ID: 69e77e9447f34ce924cf818a.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-410m

MVRR: 1.5. Result ID: 69e77e9447f34ce924cf8191.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-6.9b

MVRR: 0.9. Result ID: 69e77e9447f34ce924cf8195.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### OT-125m

MVRR: 0.8. Result ID: 69e77e9447f34ce924cf8188.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36474.md>)

[Implementation](<https://github.com/facebookresearch/metaseq>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-1.4b

MVRR: 0.7. Result ID: 69e77e9447f34ce924cf8193.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-70m

MVRR: 0.6. Result ID: 69e77e9447f34ce924cf818f.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-1b

MVRR: 0.6. Result ID: 69e77e9447f34ce924cf8192.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-2.8b

MVRR: 0.4. Result ID: 69e77e9447f34ce924cf8194.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-12b

MVRR: 0.4. Result ID: 69e77e9447f34ce924cf8196.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

### PT-160m

MVRR: 0.2. Result ID: 69e77e9447f34ce924cf8190.

[Reporting paper](<https://www.sota2.com/research/paper/69e705337d0172140ec7f3b0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f971e209131cea467b6.md>)

[Implementation](<https://github.com/EleutherAI/pythia>)

Recorded evaluation configuration: {"Update Measure":"JS-divergence"}. This record does not assert independent reproduction.

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