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Experiments

  • You can easily reproduce the experiments by running the provided script.
  • The performance of every experiment is measured at convergence within 80,000 iterations.

Table1. FIVR-200K (Benchmark)

Training

# Run the command below to train the VVS.
$ bash experiments/main_script/train/table_benchmark/train_benchmark_dim_{dim}.sh

Evaluation

# Run the command below to eval the VVS.
$ bash experiments/main_script/eval/table_benchmark/eval_benchmark_fivr200k_dim_{dim}.sh

Table2. CC-WEB VIDEO (Benchmark)

Training

# Run the command below to train the VVS.
$ bash experiments/main_script/train/table_benchmark/train_benchmark_dim_{dim}.sh

Evaluation

# Run the command below to eval the VVS.
$ bash experiments/main_script/eval/table_benchmark/eval_benchmark_cc_web_dim_{dim}.sh