Grounded Multimodal Named Entity Recognition on Twitter-GMNER
73.4F1 Score
Qwen2.5VL-7B + MRSI + CVO
Updated 1mo ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2026.02 | 73.4 | 73.2 | 73.5 | |
2026.02 | 72.9 | 72.8 | 73.1 | |
2026.02 | 71.5 | 72.1 | 71 | |
2024.06 | 70.01 | 69.97 | 70.06 | |
2024.02 | 70.01 | 69.97 | 70.06 | |
2026.02 | 69.6 | - | - | |
2026.02 | 69.5 | 69.8 | 69.2 | |
2024.06 | 69.18 | 68.21 | 70.18 | |
2024.02 | 69.18 | 68.21 | 70.18 | |
2024.06 | 68.79 | 67.97 | 69.63 | |
2024.02 | 68.79 | 67.97 | 69.63 | |
2026.03 | 67.45 | 69.25 | 65.75 | |
2024.06 | 67.06 | 67.02 | 67.1 | |
2024.02 | 67.06 | 67.02 | 67.1 | |
2024.06 | 66.92 | 67.16 | 66.68 | |
2024.02 | 66.92 | 67.16 | 66.68 | |
2024.06 | 66.02 | 65.1 | 66.96 | |
2024.02 | 66.02 | 65.1 | 66.96 | |
2024.06 | 65.88 | 65.09 | 66.68 | |
2024.02 | 65.88 | 65.09 | 66.68 | |
2026.02 | 65.4 | 67 | 63.9 | |
2026.02 | 65.1 | 65.8 | 64.4 | |
2024.06 | 63.8 | 64.03 | 63.57 | |
2024.02 | 63.8 | 64.03 | 63.57 | |
2026.02 | 62.4 | 61.9 | 62.9 | |
2026.03 | 62.4 | 62.94 | 61.86 | |
2026.02 | 61.3 | 60.7 | 61.8 | |
2026.03 | 61.26 | 61.81 | 60.72 | |
2026.02 | 61.2 | 60.9 | 61.5 | |
2024.06 | 61.18 | 60.9 | 61.46 | |
2024.02 | 61.18 | 60.9 | 61.46 | |
2026.03 | 61.18 | 63.23 | 59.35 | |
2026.03 | 61.18 | 61.46 | 60.9 | |
2026.03 | 59.03 | 58.76 | 58.49 | |
2026.03 | 57.52 | 56.59 | 58.48 | |
2026.02 | 57.5 | 58.5 | 56.6 | |
2024.06 | 56.41 | 56.16 | 56.67 | |
2024.02 | 56.41 | 56.16 | 56.67 | |
2026.03 | 56.16 | 56.41 | 56.67 | |
2026.03 | 55.84 | 56.63 | 57.45 | |
2024.06 | 55.74 | 55.68 | 55.8 | |
2024.02 | 55.74 | 55.68 | 55.8 | |
2026.02 | 55.7 | 56.6 | 54.8 | |
2026.02 | 55.7 | 55.7 | 55.6 | |
2024.06 | 55.69 | 56.57 | 54.84 | |
2024.02 | 55.69 | 56.57 | 54.84 | |
2026.03 | 55.69 | 54.84 | 55.68 | |
2024.06 | 55.66 | 55.68 | 55.63 | |
2024.02 | 55.66 | 55.68 | 55.63 | |
2024.06 | 55.6 | 54.35 | 56.91 | |
2024.02 | 55.6 | 54.35 | 56.91 | |
2026.03 | 55.6 | 56.91 | 54.35 | |
2026.03 | 55.6 | 55.91 | 55.68 | |
2024.06 | 54.78 | 53.55 | 56.08 | |
2024.02 | 54.78 | 53.55 | 56.08 | |
2026.03 | 54.78 | 56.08 | 53.55 | |
2024.02 | 53.32 | 54.19 | 52.48 | |
2026.03 | 53.32 | 52.48 | 54.19 | |
2026.02 | 53.1 | 47.2 | 60.7 | |
2026.03 | 53.02 | 53.91 | 54.84 | |
2024.06 | 52.45 | 52.43 | 52.47 | |
2024.02 | 52.45 | 52.47 | 52.43 | |
2026.03 | 52.37 | 51.56 | 50.77 | |
2024.06 | 51.67 | 51.62 | 51.72 | |
2024.02 | 51.67 | 51.62 | 51.72 | |
2026.03 | 51.62 | 51.67 | 51.72 | |
2024.06 | 51.56 | 52.37 | 50.77 | |
2024.02 | 51.56 | 52.37 | 50.77 | |
2024.06 | 51.31 | 50.15 | 52.52 | |
2024.02 | 51.31 | 50.15 | 52.52 | |
2024.06 | 50.29 | 49.16 | 51.48 | |
2024.02 | 50.29 | 49.16 | 51.48 | |
2026.03 | 50.15 | 51.31 | 52.52 | |
2026.03 | 49.36 | 48.57 | 47.8 | |
2026.02 | 49.2 | 44.6 | 54.8 | |
2026.03 | 49.16 | 50.29 | 51.48 | |
2024.02 | 48.99 | 48.77 | 49.23 | |
2024.02 | 48.57 | 49.36 | 47.8 | |
2024.02 | 48.07 | 46.92 | 49.28 | |
2024.02 | 47.63 | 46.76 | 48.52 | |
2024.02 | 47.49 | 49.17 | 45.92 | |
2026.02 | 45.6 | 37.2 | 58.8 | |
2024.02 | 44.82 | 44.61 | 45.04 | |
2024.02 | 43.78 | 42.73 | 44.88 | |
2024.02 | 42.96 | 42.18 | 43.76 | |
2024.02 | 42.07 | 43.56 | 40.69 | |
2026.02 | 41.6 | 36.2 | 48.7 | |
2026.02 | 40.3 | 33.7 | 50.2 | |
2026.02 | 34.2 | 26.3 | 48.9 | |
2026.02 | 24.5 | 18.3 | 37.3 | |
2026.02 | 20.9 | 17.8 | 25.3 | |
2026.02 | 15.5 | 13.1 | 19 | |
2026.02 | 14.1 | 12.9 | 15.4 | |
2026.02 | 11.2 | 10.6 | 12 | |
2026.02 | 8.8 | 6.1 | 15.9 |