Unable to reproduce results on JF17K

[wjj0122]

Hello! I use the default parameters in Readme.md to run experiments on JF17K, but the final result of entity MRR has a gap with your paper, could you please tell me the reason?
The parameters are:

The results are:

[handsomelys]

I have the same problem:

I use the script in the README to run the experiment. However, the experimental results seem to be a bit different from what is reported in the paper...
I'm wondering if my hyperparameters aren't set to optimal? Here's my list of hyperparameters (follow the README):
python -u ./src/run.py --dataset "jf17k" --device "0" --vocab_size 29148 --vocab_file "./data/jf17k/vocab.txt" --train_file "./data/jf17k/train.json" --test_file "./data/jf17k/test.json" --ground_truth_file "./data/jf17k/all.json" --num_workers 1 --num_relations 501 --max_seq_len 11 --max_arity 6 --hidden_dim 256 --global_layers 2 --global_dropout 0.9 --global_activation "elu" --global_heads 4 --local_layers 12 --local_dropout 0.35 --local_heads 4 --decoder_activation "gelu" --batch_size 1024 --lr 5e-4 --weight_deca 0.002 --entity_soft 0.9 --relation_soft 0.9 --hyperedge_dropout 0.85 --epoch 300 --warmup_proportion 0.05