agenthoi-eval / baselines /README.md
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Baseline comparison runners

Each script sets VIDEO_PATH, benchmark manifests, and calls scripts/run_all_metrics.sh.

Uses bundled paths via scripts/eval_common.sh — videos default to videos/<benchmark>/<method>/.

Once per machine: bash scripts/setup_deps.sh /path/to/evaluations
Optional: env.local.sh for TVA / InternVL weight paths only.

One-liner

bash scripts/run_eval.sh crosstest ours    # same as baselines/run_ours_crosstest.sh

Ours (AgentHOI)

Script Benchmark Videos (default)
run_ours_crosstest.sh Cross-test videos/crosstest/ours/
run_ours_AC.sh AC videos/AC/ours/
run_ours_homa.sh HOMA videos/homa_benchmark/ours/

Compared methods

Method Scripts
VACE run_vace_crosstest.sh, run_vace_AC.sh
HuMo run_humo_AC.sh
HOMA run_homa_AC.sh

Replace mp4 under the matching videos/ subfolder, or export VIDEO_PATH=... before running.

Results land in results/ours_crosstest_eval/ (Object-DINO, VBench, TVA, InternVL subfolders).

Aggregate all methods

bash scripts/aggregate_results.sh
# -> results/eval_summary.xlsx