LANTA → checkpoint → glory

Thai Food
Model Arena

Train on LANTA, export your checkpoint, and submit it right here — validated, benchmarked, and ranked automatically.

submit your model

.pt / .pth, up to 200 MB.

Safe-loaded, validated, and benchmarked automatically — rejected files show exactly why.

Workshop pipeline

01
Training
PyTorch on LANTA GPUs via Slurm
02
Export
best.pt checkpoint with config inside
03
Upload
validated: format, classes, weights
04
Benchmark
latency, FPS, size, memory
05
Leaderboard
one score from accuracy + speed + size
06
Prediction
top-5 guesses on real food photos
Models submitted
3
Teams
2
Best accuracy
88.6%
Fastest latency
44.0 ms

Model comparison

View as table →

Validation accuracy

%, higher is better

Inference latency

ms per image, lower is better

Model size

MB, lower is better