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Future Prediction on Authors' (test)

0.7826Semantic ScoreOUR METHOD
0.1321840.3010420.46990.638758Mar 24, 2026

Evaluation results

MethodLinks
OUR METHODRGB=true, Gaze (Text)=false, Gaze (Image)=true2026.030.7826
OUR METHODRGB=true, Gaze (Text)=false, Gaze (Image)=false2026.030.6525
OpenFlamingo-4BRGB=true, Gaze (Text)=true, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.2025
OpenFlamingo-3BRGB=true, Gaze (Text)=true, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.2
OpenFlamingo-4BRGB=true, Gaze (Text)=false, Gaze (Image)=true, Evaluation Protocol=One-shot2026.030.1998
OpenFlamingo-3BRGB=true, Gaze (Text)=false, Gaze (Image)=true, Evaluation Protocol=One-shot2026.030.1991
OpenFlamingo-4BRGB=true, Gaze (Text)=false, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1878
OpenFlamingo-3BRGB=true, Gaze (Text)=false, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.181
InternVL-2-2BRGB=true, Gaze (Text)=false, Gaze (Image)=true, Evaluation Protocol=One-shot2026.030.1694
InternVL-2.5-1BRGB=true, Gaze (Text)=true, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1692
InternVL-2-2BRGB=true, Gaze (Text)=true, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1682
InternVL-2.5-1BRGB=true, Gaze (Text)=false, Gaze (Image)=true, Evaluation Protocol=One-shot2026.030.1679
InternVL-2-1BRGB=true, Gaze (Text)=true, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1627
InternVL-2-1BRGB=true, Gaze (Text)=false, Gaze (Image)=true, Evaluation Protocol=One-shot2026.030.1621
InternVL-2-2BRGB=true, Gaze (Text)=false, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1601
InternVL-2.5-1BRGB=true, Gaze (Text)=false, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1596
InternVL-2-1BRGB=true, Gaze (Text)=false, Gaze (Image)=false, Evaluation Protocol=One-shot2026.030.1572