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Meme Abuse Detection on GOAT-Bench 1.0 (test)

75.1Harmfulness Accuracy

CROSS-ALIGN+

51.38857.54463.769.856Feb 3, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2026.02
75.17381.278.686.284.875.372.67774.878.976.9
2026.02
72.870.578.976.38482.67269.174.972.576.574
2026.02
7168.677.574.782.380.97167.973.270.67572.5
2026.02
69.96776.573.78280.270.36772.669.874.371.6
2026.02
69.567.17774.383.481.87167.873.170.574.872.3
2026.02
69.366.67673.38179.56965.971.168.373.370.7
2026.02
68.665.974.671.979.577.867.264.169.566.671.969.3
2026.02
68.165.474.571.680.178.368.365.170.967.972.469.7
2026.02
67.565.374.271.480.178.569.366.271.469.272.570.1
2026.02
6764.673.570.880.278.668.965.77067.671.969.3
2026.02
66.96473.670.979.677.968.26570.167.471.769
2026.02
66.863.572.970.17977.367.664.369.566.770.667.8
2026.02
66.763.972.87078.977.267.564.46966.270.868.3
2026.02
65.262.671.869.177.575.966.56368.165.569.867
2026.02
64.361.671.468.378.576.86662.868.965.969.867.3
2026.02
63.961.270.567.476.174.36561.967.364.568.565.9
2026.02
63.56170.266.77572.86461.166.363.767.865.1
2026.02
61.759.368.464.973.271.861.157.763.861.465.663
2026.02
59.857.26662.471.168.5595661.558.963.560.6
2026.02
58.355.56460.269.766.95753.759.956.961.858.6
2026.02
585563.860.569.566.756.453.259.256.161.458.3
2026.02
57.855.264.56170.26858.154.46056.762.159
2026.02
5754.162.558.867.965.25551.957.854.96057
2026.02
56.954.763.160.568.866.25753.859.255.66158.2
2026.02
56.553.662.759.168.565.455.852.758.655.460.457.2
2026.02
55.953.161.257.967.164.454.751.257.554.859.356.3
2026.02
55.652.561.558.167.264.354.1515753.959.156
2026.02
54.951.860.356.766.263.553.249.956.753.658.755.1
2026.02
54.952.260.85766.563.653.350.256.153.158.355.2
2026.02
53.85159.656.365.462.952.449.355.752.457.454.4
2026.02
52.649.858.754.964.962.151.448.654.350.956.453.3
2026.02
52.349.757.954.363.861.450.747.95450.755.752.8