# Human Reading Time Prediction on SAP All sentences

Source: [Human Reading Time Prediction on SAP All sentences](<https://www.sota2.com/research/sota/human-reading-time-prediction-on-sap-all-sentences>)

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

Data updated: 2026-04-21T13:42:08.752Z

Evaluation of Human Reading Time Prediction performance on the SAP All sentences dataset, using metrics like MVRR, NPS, NPZ, RC, and Attach.

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 All sentences |
| 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-all-sentences.md?metric=MVRR>): Higher is better; unit: SCALAR.

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

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

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

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

## Recorded results

| Method | MVRR | Result date | Report paper |
| --- | --- | --- | --- |
| OT-125m | 33.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-70m | 24.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-2.8b | 22.2 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-160m | 20.9 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-410m | 20.8 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-1b | 18.9 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-md | 17.2 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-1.4b | 14.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-12b | 12.9 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-1.3b | 12.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-2.7b | 12.1 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-sm | 10.4 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-lg | 9.5 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-13b | 9.1 | Not recorded | 69e705337d0172140ec7f3b0 |
| PT-6.9b | 8.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| G2-xl | 7.7 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-30b | 7.1 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-6.7b | 6.1 | Not recorded | 69e705337d0172140ec7f3b0 |
| OT-66b | 2.4 | Not recorded | 69e705337d0172140ec7f3b0 |

### OT-125m

MVRR: 33.7. Result ID: 69e77e9447f34ce924cf8175.

[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-70m

MVRR: 24.4. Result ID: 69e77e9447f34ce924cf817c.

[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: 22.2. Result ID: 69e77e9447f34ce924cf8181.

[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: 20.9. Result ID: 69e77e9447f34ce924cf817d.

[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-410m

MVRR: 20.8. Result ID: 69e77e9447f34ce924cf817e.

[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: 18.9. Result ID: 69e77e9447f34ce924cf817f.

[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.

### G2-md

MVRR: 17.2. Result ID: 69e77e9447f34ce924cf8172.

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

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

### PT-1.4b

MVRR: 14.4. Result ID: 69e77e9447f34ce924cf8180.

[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: 12.9. Result ID: 69e77e9447f34ce924cf8183.

[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-1.3b

MVRR: 12.7. Result ID: 69e77e9447f34ce924cf8176.

[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: 12.1. Result ID: 69e77e9447f34ce924cf8177.

[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: 10.4. Result ID: 69e77e9447f34ce924cf8171.

[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-lg

MVRR: 9.5. Result ID: 69e77e9447f34ce924cf8173.

[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: 9.1. Result ID: 69e77e9447f34ce924cf8179.

[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-6.9b

MVRR: 8.7. Result ID: 69e77e9447f34ce924cf8182.

[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.

### G2-xl

MVRR: 7.7. Result ID: 69e77e9447f34ce924cf8174.

[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-30b

MVRR: 7.1. Result ID: 69e77e9447f34ce924cf817a.

[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: 6.1. Result ID: 69e77e9447f34ce924cf8178.

[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-66b

MVRR: 2.4. Result ID: 69e77e9447f34ce924cf817b.

[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.

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