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YAML Metadata Warning:The task_categories "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
Introduction
This dataset FM-Bench-Verified is a manual-cleaned and verified benchmark which contains 280 C programs, properties under verification, together with ground-truth ACSL specifications.
This dataset can be used for:
- Specification generation task (Code2Proof): given program and properties to be verified as input, output program with specification that can pass the prover.
It comes from three sources:
Statistics of FM-Bench-Verified
FM-Bench-Verified contains 280 cases. Each case contains:
- A program written in C
- At least one property under verification
- Formal specifications that can verify that the program satisfies the target property
All 280 cases (C program + specification) can be verified through Frama-C's WP (Weakest Precondition) verification.
The table below shows the statistics of the 280 cases in FM-Bench-Verified:
| Source | Repo Name | Number | Avg-LoC | Ave-LoS | Max_LoC | Max_LoS |
|---|---|---|---|---|---|---|
| FM-Bench | ACSL-by-Example | 45 | 24.4 | 59.6 | 43 | 130 |
| FRAMA-C-problems | 40 | 11.5 | 8.5 | 20 | 25 | |
| Github | evdenis | 16 | 12.6 | 9.6 | 25 | 25 |
| corinnt | 16 | 11.9 | 14.7 | 21 | 45 | |
| nabinkrsah | 12 | 14.8 | 9.9 | 20 | 20 | |
| 21176 | 9 | 10.7 | 7.2 | 15 | 14 | |
| arepina | 9 | 18.4 | 11.4 | 32 | 19 | |
| frama-c-wp-tutorial | 7 | 11.5 | 7.5 | 22 | 15 | |
| nikunjjain02 | 6 | 15.6 | 11.5 | 26 | 19 | |
| suman1406 | 5 | 18.2 | 14.6 | 22 | 25 | |
| others(number <=3) | 8 | 13.5 | 12.5 | 20 | 22 | |
| AutoSpec | SyGuS | 102 | 11.8 | 10.8 | 20 | 18 |
| X509 | 5 | 40.4 | 16.6 | 55 | 24 | |
| All | 280 | 16.6 | 15.0 | 55 | 130 |
Annotations:
- Source: the data source
- Repo Name: the repository name
- Number: number of programs from the corresponding repository
- Ave-LoC: average lines of code
- Ave-LoS: average lines of specification
- Max-LoC: maximum lines of code
- Max-LoS: maximum lines of specification
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