Published March 27, 2025
| Version v4
Dataset
Restricted
Data for InverseBench (ICLR 2025 spotlight)
- Project leader:
- Zheng, Hongkai1
- Project members:
- Chu, Wenda1
- Wu, Ray1
- Zhang, Bingliang1
- Kovachki, Nikola2
- Sun, Yu3
- Zou, Caifeng1
- Feng, Berthy T.1
- Wang, Austin1
- Supervisors:
- Yue, Yisong1
- Bouman, Katherine L.1
- Zachary E., Ross1
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1.
California Institute of Technology
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2.
Nvidia (United States)
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3.
Johns Hopkins University
Citation
APA
Description
Data for InverseBench (ICLR 2025 spotlight)
InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
Hongkai Zheng*, Wenda Chu*, Bingliang Zhang*, Zihui Wu*, Austin Wang, Berthy T. Feng, Caifeng Zou, Yu Sun, Nikola Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue (*: Equal contribution)
- Project website: https://devzhk.github.io/InverseBench/
- GitHub repo: https://github.com/devzhk/InverseBench.git
- Dataset card is provided in the GitHub repo.
Files
Restricted
The record is publicly accessible, but files are restricted to users with access.
External Files
Files available via S3 at https://sdsc.osn.xsede.org/ini230004-bucket01/zg89b-mpv16/
blackhole.zip, 3.5 MB Download fwi-test.zip, 94.6 kB Download fwi-train.zip, 46.5 MB Download fwi-val.zip, 20.0 kB Download inv-scatter-test.zip, 839.9 kB Download inv-scatter-train.zip, 83.6 MB Download inv-scatter-val.zip, 100.1 kB Download knee_test_lmdb.zip, 2.4 GB Download knee_train_lmdb.zip, 29.5 GB Download knee_val_lmdb.zip, 143.4 MB Download navier-stokes-test.zip, 6.1 MB Download navier-stokes-train.zip, 1.2 GB Download navier-stokes-val.zip, 607.9 kB DownloadAdditional details
- Accepted
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2025-03-05ICLR 2025 spotlight