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CASSI Mismatch-Only Benchmark Suite (P-benchmark + 4 I-benchmark tiers)L3-003
Read full 4-layer walkthrough →Genesis spec
- Parent L2:
- L2-003
- Spec type:
- —
- d_spec:
- —
On-chain
Not registered on-chain yet.
Example data
Two independent samples from the InverseNet benchmark, each shown as measurement → ground truth → reference reconstruction. The reconstruction is the reference solver's output — the bar a competing solver must beat to win the bounty.
sample_01 · scene01
reference PSNR 19.86 dBMeasurement
shape [256,256]
Ground truth
shape [256,256,28]
Reference reconstruction
19.86 dB
shape [256,256,28]
sample_02 · scene02
reference PSNR 17.25 dBMeasurement
shape [256,256]
Ground truth
shape [256,256,28]
Reference reconstruction
17.25 dB
shape [256,256,28]
Get this benchmark
Everything you need to run the reference solver locally, browse the full benchmark specification, or submit a competing solution.
Download sample data
sample_01 · 7360399 B
- snapshot.npz345.7 KB
- solution.png12.3 KB
- meta.json1.1 KB
- ground_truth.npz6.19 MB
- ground_truth.png23.4 KB
- snapshot.png34.9 KB
- solution.npz435.9 KB
sample_02 · 7494693 B
- snapshot.npz345.3 KB
- solution.png15.6 KB
- meta.json1.1 KB
- ground_truth.npz6.30 MB
- ground_truth.png25.4 KB
- snapshot.png35.3 KB
- solution.npz440.1 KB
sample_03 · 7407509 B
- snapshot.npz346.3 KB
- solution.png12.1 KB
- meta.json1.1 KB
- ground_truth.npz6.24 MB
- ground_truth.png17.5 KB
- snapshot.png37.8 KB
- solution.npz432.4 KB
sample_04 · 7374213 B
- snapshot.npz344.0 KB
- solution.png9.1 KB
- meta.json1.1 KB
- ground_truth.npz6.22 MB
- ground_truth.png14.8 KB
- snapshot.png29.1 KB
- solution.npz432.1 KB
sample_05 · 7382381 B
- snapshot.npz345.9 KB
- solution.png13.1 KB
- meta.json1.1 KB
- ground_truth.npz6.21 MB
- ground_truth.png19.3 KB
- snapshot.png37.0 KB
- solution.npz430.6 KB
sample_06 · 7383929 B
- snapshot.npz346.4 KB
- solution.png11.5 KB
- meta.json1.1 KB
- ground_truth.npz6.22 MB
- ground_truth.png16.6 KB
- snapshot.png27.7 KB
- solution.npz441.3 KB
sample_07 · 7283444 B
- snapshot.npz344.9 KB
- solution.png14.7 KB
- meta.json1.1 KB
- ground_truth.npz6.11 MB
- ground_truth.png28.3 KB
- snapshot.png41.0 KB
- solution.npz428.1 KB
sample_08 · 7453742 B
- snapshot.npz346.3 KB
- solution.png11.5 KB
- meta.json1.1 KB
- ground_truth.npz6.28 MB
- ground_truth.png17.9 KB
- snapshot.png28.2 KB
- solution.npz443.5 KB
sample_09 · 7391328 B
- snapshot.npz344.0 KB
- solution.png10.9 KB
- meta.json1.1 KB
- ground_truth.npz6.22 MB
- ground_truth.png17.7 KB
- snapshot.png37.3 KB
- solution.npz436.8 KB
sample_10 · 7348543 B
- snapshot.npz346.9 KB
- solution.png12.1 KB
- meta.json1.1 KB
- ground_truth.npz6.17 MB
- ground_truth.png22.8 KB
- snapshot.png32.6 KB
- solution.npz439.7 KB
Browse on GitHub
- Benchmark card (YAML spec)
- L3 principle JSON (canonical on-chain spec)
- Reference solver (Python)
- Demo README (full pipeline walkthrough)
- Bounty index (compete with a better solver)
Run the reference solver locally
git clone https://github.com/integritynoble/Physics_World_Model.git cd Physics_World_Model python3 pwm-team/pwm_product/reference_solvers/cassi/cassi_gap_tv.py --input pwm-team/pwm_product/demos/cassi/sample_01 --output /tmp/out cat /tmp/out/meta.json
Expected reference PSNR: 19.86 dB (seed ). Byte-stable across runs at the same git SHA.
Leaderboard (top 10)
No solutions submitted yet.