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Models/RLAIF-V 12B

RLAIF-V 12B

Reported on 10 benchmarks across 3 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing10 results

  • Visual Question Answering (VQA)onMMHal-Bench
    Hallucination Rate· 2024-05-27
    29.2
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question Answering (VQA)onMMHal-Bench
    Score· 2024-05-27
    3.36
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question Answering (VQA)onAMBER
    Accuracy· 2024-05-27
    88
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question Answering (VQA)onAMBER
    F1· 2024-05-27
    90.9
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question AnsweringonMMHal-Bench
    Hallucination Rate· 2024-05-27
    29.2
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question AnsweringonMMHal-Bench
    Score· 2024-05-27
    3.36
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question AnsweringonAMBER
    Accuracy· 2024-05-27
    88
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Visual Question AnsweringonAMBER
    F1· 2024-05-27
    90.9
    SOTA
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Image CaptioningonObject HalBench
    chair_i· 2024-05-27
    1.8
    best: 7.5 (RLHF-V)
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220
  • Image CaptioningonObject HalBench
    chair_s· 2024-05-27
    3.3
    best: 12.2 (RLHF-V)
    RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessarXiv:2405.17220