Complementary NTIRE Real images
This prefix contains 25,000 additional NTIRE label=0 Real
images. Every image has width > 512 and
height > 512. The original 12,607 rows remain in
seven immutable train-xxxxx-of-00007.parquet files; the 12,393
shard_4 continuation is stored in seven
train-append-shard4-xxxxx-of-00007.parquet files.
The append selection excludes every sample_id or image SHA-256 already in
the 50K NTIRE/real set or the original Complementary set. Original JPEG bytes
are embedded without re-encoding and every row matches profile
d39db51fdcf2ed8c0f2148e77eb00b5f48d4993e8fa2d5e501a28188e1fd9f44.
from datasets import load_dataset
dataset = load_dataset(
"Edward0707/TechJam2026_Jamlai_Bench",
data_files={"train": "Complementary/train-*.parquet"},
)
selection_manifest.csv contains row-level provenance and hashes;
summary.json records both immutable generations and their validation.