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准备提交的汇总页面

Heda Wang edited this page Dec 9, 2017 · 14 revisions

Visual-Semantic Attention

位置: model/show_and_tell_advanced_model_new_vis_sem_attention/model.ckpt-561043

eval 脚本: advanced-vis-sem-attention-eval.sh

分支: 主干

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
561043 0.5677 1.7689 0.4101 0.6866

Visual Attention + Stack + Data Aug

位置: model/stacknetwork_attention_aug_in_graph/model.cktp-559411

eval脚本: ingraph-eval_mc_rl_att_stack.sh

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
559411 0.5733 1.7957 0.4117 0.6882

Visual Attention + Stack + Data Aug + Monte Carlo RL

位置: model/stacknetwork_attention_aug_mc_rl_in_graph_1.0/model.ckpt-677443

eval脚本: ingraph-eval_mc_rl_att_stack.sh

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
677443 0.5835 1.8775 0.4105 0.6922
685238 0.5843 1.8783 0.4109 0.6930

Visual Attention + Stack + Data Aug + RL

位置: model/stacknetwork_attention_aug_rl_in_graph/model.ckpt-780516

eval脚本: ingraph-eval_att_stack.sh

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
780516 0.5807 1.8443 0.4083 0.6909

Visual Attention + Data Aug + RL

位置: model/show_and_tell_advanced_model_visual_attention_rl_adam_lr5e-5_decay308/model.ckpt-1080903

eval脚本: advanced-ss_att-batch-eval_finetune-with-decay-da-rl-lr5e-5.sh

分支: 主干

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
1080903 0.5865 1.8919 0.4108 0.6942

Semantic Attention

位置: model/semantic_attention_model_join_idf_weighted/model.ckpt-740684

eval脚本: semantic-attention-eval_idf_weighted.sh

分支: 主干

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
740684 0.5556 1.7261 0.4053 0.6813

Localization Attention

位置: model/localization_attention_model/rl_finetune/model.ckpt-660888

eval脚本: advanced-visual-attention-nocropping-eval.sh

分支: 主干

开发集性能:

epoch Bleu_4 CIDEr METEOR ROUGE_L
660888 0.5592 1.7638 0.4019 0.6821