scripts/test_cta_thb.sh

#!/usr/bin/env bash
# Run final test on CTA using the TalkingHeadBench test subset.
# Reuses an existing checkpoint (no training).
#
# Usage:
#   bash scripts/test_cta_thb.sh                          # uses outputs/cta/checkpoints/last.ckpt
#   bash scripts/test_cta_thb.sh /path/to/other.ckpt     # explicit checkpoint
#
# NOTE: The THB test set now includes fake videos from configured generators
#       AND real videos from the THB real split (e.g. FaceForensics++ Test),
#       so both test/acc and test/auc are informative.
set -euo pipefail
cd "$(dirname "$0")/.."

# load .env if present
[ -f .env ] && set -a && . ./.env && set +a

CKPT="${1:-outputs/cta/checkpoints/last.ckpt}"
shift || true

if [ ! -f "$CKPT" ]; then
    echo "[test_cta_thb] checkpoint not found: $CKPT"
    exit 1
fi
echo "[test_cta_thb] using checkpoint: $CKPT"
echo "[test_cta_thb] fake test set: \${THB_ROOT:-/apdcephfs_gy4/share_303628665/joywu/dataset/TalkingHeadBench}/fake/*/test"
echo "[test_cta_thb] real test set: \${THB_ROOT:-/apdcephfs_gy4/share_303628665/joywu/dataset/TalkingHeadBench}/real (subsets from data config, e.g. FaceForensics++)"

python3 src/train.py \
    method=cta \
    data=fairtalking_thb \
    trainer=ddp \
    backbone=timesformer \
    +test_only=true \
    +test_ckpt="$CKPT" \
    "$@"