# Privacy-Aware View Minimization on WebArena Augmented

Source: [Privacy-Aware View Minimization on WebArena Augmented](<https://www.sota2.com/research/sota/privacy-aware-view-minimization-on-webarena-augmented>)

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

Data updated: 2026-06-15T07:02:13.420Z

Evaluation of Privacy-Aware View Minimization performance on the WebArena Augmented dataset, utilizing metrics such as TCNP, TCNP-I, and TISL.

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 | Privacy-Aware View Minimization |
| Dataset (including any stated split) | WebArena Augmented |
| Metric | TCNP |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [TCNP](<https://www.sota2.com/research/sota/privacy-aware-view-minimization-on-webarena-augmented.md?metric=TCNP>): Higher is better; unit: SCALAR.

- [TCNP-I](<https://www.sota2.com/research/sota/privacy-aware-view-minimization-on-webarena-augmented.md?metric=TCNP-I>): Higher is better; unit: SCALAR.

- [TISL](<https://www.sota2.com/research/sota/privacy-aware-view-minimization-on-webarena-augmented.md?metric=TISL>): Higher is better; unit: SCALAR.

## Recorded results

| Method | TCNP | Result date | Report paper |
| --- | --- | --- | --- |
| Full Obs. | 1 | Not recorded | 6a2f871cd33dfb23e783c014 |
| MINIM | 0.9491 | Not recorded | 6a2f871cd33dfb23e783c014 |
| Nec.-Only | 0.9445 | Not recorded | 6a2f871cd33dfb23e783c014 |
| Random Budget | 0.2284 | Not recorded | 6a2f871cd33dfb23e783c014 |
| Sens.-Only | 0.0401 | Not recorded | 6a2f871cd33dfb23e783c014 |

### Full Obs.

TCNP: 1. Result ID: 6a2fa35ffbc373592c2b6677.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

Recorded evaluation configuration: {"Observation":"Full (100%)"}. This record does not assert independent reproduction.

### MINIM

TCNP: 0.9491. Result ID: 6a2fa35ffbc373592c2b667b.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

Recorded evaluation configuration: {"policy":"adaptive K/A/R","thresholds":"default"}. This record does not assert independent reproduction.

### Nec.-Only

TCNP: 0.9445. Result ID: 6a2fa35ffbc373592c2b667a.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

Recorded evaluation configuration: {"policy":"top-K budget-matching","budget":"retaining 20% of nodes"}. This record does not assert independent reproduction.

### Random Budget

TCNP: 0.2284. Result ID: 6a2fa35ffbc373592c2b6678.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

Recorded evaluation configuration: {"policy":"top-K budget-matching","budget":"retaining 20% of nodes"}. This record does not assert independent reproduction.

### Sens.-Only

TCNP: 0.0401. Result ID: 6a2fa35ffbc373592c2b6679.

[Reporting paper](<https://www.sota2.com/research/paper/6a2f871cd33dfb23e783c014.md>)

Recorded evaluation configuration: {"policy":"top-K budget-matching","budget":"retaining 20% of nodes"}. This record does not assert independent reproduction.

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