JOIN THE CHALLENGE

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Participate in the FIRE 2026 shared track LLM as a Judge?: From Statute Prediction to Sycophancy Detection in Law. Register on CodaBench to access the competition platform, download training data, and submit your predictions.

Registrations open 15 June 2026

Register on CodaBench

CodaBench competition page will be available from 15 June 2026

How to Participate

1

Register on CodaBench

Create an account on the CodaBench competition platform to access the shared track.

2

Download Training Data

Get the 500-case training set with statute labels, exact sentences, and reasoning traces.

3

Build Your System

Develop a model that predicts applicable IPC sections, grounds them in facts, and generates legal reasoning.

4

Submit Predictions

Upload your JSONL submission file to CodaBench and check your score on the leaderboard.