# Expert Explanation Evaluation on Web3 Case 100

Source: [Expert Explanation Evaluation on Web3 Case 100](<https://www.sota2.com/research/sota/expert-explanation-evaluation-on-web3-case-100>)

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

Data updated: 2026-02-26T05:40:02.025Z

Evaluation of model generated explanations and reasoning trajectories for 100 real user questions related to Web3 topics, assessed based on coverage, non-redundancy, and readability.

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 | Expert Evaluation of Explanations and Reasoning Trajectories |
| Dataset (including any stated split) | Web3 Case 100 questions from real users' question history |
| Metric | Coverage |
| 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

- [Coverage](<https://www.sota2.com/research/sota/expert-explanation-evaluation-on-web3-case-100.md?metric=Coverage>): Higher is better; unit: SCALAR.

- [Non-redundancy](<https://www.sota2.com/research/sota/expert-explanation-evaluation-on-web3-case-100.md?metric=Non-redundancy>): Higher is better; unit: SCALAR.

- [Readability](<https://www.sota2.com/research/sota/expert-explanation-evaluation-on-web3-case-100.md?metric=Readability>): Higher is better; unit: SCALAR.

- [Overall Score](<https://www.sota2.com/research/sota/expert-explanation-evaluation-on-web3-case-100.md?metric=Overall%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Coverage | Result date | Report paper |
| --- | --- | --- | --- |
| Chain-of-Action (CoA) | 2.9 | Not recorded | 68fa770b1e209131cea70b0c |
| Chain-of-Action (CoA) | 2 | Not recorded | 68fa770b1e209131cea70b0c |
| Self-Ask | 1.8 | Not recorded | 68fa770b1e209131cea70b0c |
| DSP | 1.7 | Not recorded | 68fa770b1e209131cea70b0c |
| ReAct | 1.5 | Not recorded | 68fa770b1e209131cea70b0c |

### Chain-of-Action (CoA)

Coverage: 2.9. Result ID: 699455883a6c3148491c93b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

Recorded evaluation configuration: {"tabular action":true}. This record does not assert independent reproduction.

### Chain-of-Action (CoA)

Coverage: 2. Result ID: 699455883a6c3148491c93b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

Recorded evaluation configuration: {"tabular action":false}. This record does not assert independent reproduction.

### Self-Ask

Coverage: 1.8. Result ID: 699455883a6c3148491c93b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70ef1e209131cea4e227.md>)

[Implementation](<https://github.com/ofirpress/self-ask>)

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

### DSP

Coverage: 1.7. Result ID: 699455883a6c3148491c93b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e601e209131cea3f7ee.md>)

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

### ReAct

Coverage: 1.5. Result ID: 699455883a6c3148491c93b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa770b1e209131cea70b0c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb41e209131cea41992.md>)

[Implementation](<https://react-lm.github.io/>)

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

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