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🤗 Benchmark
To evaluate evolving knowledge injection in LMMs, we propose a pipeline to automatically collect evolving knowledge, constructing the EVOlving KnowledgE (EVOKE) benchmark. The EVOKE benchmark comprises 9,422 knowledge-image pairs for LMM knowledge injection, spanning 159 fine-grained types (29 New types and 130 Entity types), highlighting its diversity.
You can download EVOKE 🤗. And the expected structure of files is:
EVOKE
|-- json/jsonl
| |-- evoke_injection_data.json
| |-- evoke_evaluation_data.jsonl
|-- imgs
| |-- injection
| | |-- evoke_entity_injection_imgs.zip
| | |-- evoke_news_injection_imgs.zip
| |-- evaluation
| | |-- evoke_news_evaluation_imgs.zip
| | |-- evoke_entity_evaluation_imgs.zip
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